Problem 1: What causes what?

Question 1. Why can’t I just get data from a few different cities and run the regression of “Crime” on “Police” to understand how more cops in the streets affect crime? (“Crime” refers to some measure of crime rate and “Police” measures the number of cops in a city.)

answer: In this question of “Crime” and “Police”, there is a problem of endogeneity circle. if we use the simple linear regresstion model \[y=beta_1+beta_2 * x+u\], there is a problem of endogeneity, i.e. E(xu)≠0. Under is circumstance, inconsistency of OLS arises due to the fact that changes in x(police force) are associated not only with chages in y(crime), but also change in u.

Question2. How were the researchers from UPenn able to isolate this effect? Briefly describe their approach and discuss their result in the “Table 2” below, from the researchers’ paper.

answer: In the paper, the authors use a “high-alert periods” dummy variable to break the circle of endogeneity to estimate the effect of police on crime. The reason why the authors choose “high-alert periods” is that the primary purpose of the HSAS is to inform and coordinate the antiterrorism efforts of all federal agencies. So, it the level of alert will directly impact the number of police on the specific district. In addition, the authors use daily data to make sure the “treatment windows” are short. Plus, the choosing data includes the information repeated terror alert, so it reduces the possibility of spurious correlation. Furthermore, the model also uses a “Metro ridership” variable to test whether there is a correlation between tourism and crime. At last, the authors use dummy variables for each day of the week to control for day effects.

From the Table 2 column 1, the coefficient on the alert level is statistically significant at the 5 percent level and indicates that on high-alert days, total crimes decrease by an average of seven crimes per day, or approximately 6.6 percent. From the Table 2 column 2, we verify that high-alert levels are not being confounded with tourism levels by including logged midday Metro ridership directly in the regression. The coefficient on the alert level is slightly smaller, at -6.2 crimes per day. We also find that increased Metro ridership is correlated with an increase in crime. The increase, however, is very small, a 10 percent increase in Metro ridership increases the number of crimes by only 1.7 per day on average. Thus, given that midday Metro ridership is a good proxy for tourism, changes in the number of tourists cannot explain the systematic change in crime that we estimate.

Question3. Why did they have to control for Metro ridership? What was that trying to capture?

In order to test a hypothesis that tourism is reduced on high-alert days, and as a result, there are fewer potential victims, which leads to fewer crimes.

Question4. Below I am showing you “Table 4” from the researchers’ paper. Just focus on the first column of the table. Can you describe the model being estimated here? What is the conclusion?

The model in table 4 includes district fixed effects in order to distinguish the peculiar crime pattern of each district, and all regressions contain day-of-the-week fixed effects. The dependent variable is daily crime totals by district. From Table 4, During periods of high alert, crime in the National Mall area decreases by 2.62 crimes per day. Crime also decreases in the other districts, by 0.571 crimes per day, but this effect is not statistically significant. Since there are 17.1 crimes on the district 1, the declination during high-alert days is approximately 15 percent, which means almost one-half of the total crime decline during high-alert periods is concentrated in District 1. In addition, The result elasticity of crime with respect to police is -0.3, which is consistent with other researchers’ results.

Problem 2: Tree modeling: dengue cases

## Distribution not specified, assuming gaussian ...
The RMSEs of Models
dengue_tree dengue_forest dengue_boost
39.00296 39.13611 38.83203

Use Kable to name columns in .Rmd. The results suggest that random forests mode have the best performance on the testing data.

Problem 3: Predictive model building: green certification

Overview

As landlords and renters, what they mostly care about is their possible revenue per square foot per calendar year. As we all know, their revenue depends on many factors, such as the age, facilities, amenities , leasing rate and so on. Nowadays, people pay more attention on their living environment when renting a house, such as whether this landload has a green certification. Therefore, it’s meaningful to do some research on the relationship between rental income and green certification.

In our report, we build our best predictive model possible for revenue per square foot per calendar year and to use this model to quantify the average change in rental income per square foot associated with green certification, holding other features of the building constant.

Data and research design

Data

In our raw data set, there are 7,894 data points. We first filter out those missing data. Now, our new greenbuildings data set has 7820 data points.

predictive variable and features

The predictive variable is revenue per square foot per year, which is the product of two terms: rent and leasing_rate.

The features used to build our model are:

(1) CS.PropertyID: the building's unique identifier in the database.

(2) cluster: an identifier for the building cluster, with each cluster containing one green-certified building and at least one other non-green-certified building within a quarter-mile radius of the cluster center.

(3) size: the total square footage of available rental space in the building.

(4) empl.gr: the year-on-year growth rate in employment in the building's geographic region.

(5) Rent: the rent charged to tenants in the building, in dollars per square foot per calendar year.

(6) leasing.rate: a measure of occupancy; the fraction of the building's available space currently under lease.

(7) stories: the height of the building in stories.

(8) age: the age of the building in years.

(9) renovated: whether the building has undergone substantial renovations during its lifetime.

(10) (11) class.a, class.b: indicators for two classes of building quality (the third is Class C). These are relative classifications within a specific market. Class A buildings are generally the highest-quality properties in a given market. Class B buildings are a notch down, but still of reasonable quality. Class C buildings are the least desirable properties in a given market.

(12) green.rating: an indicator for whether the building is either LEED- or EnergyStar-certified.

(13) LEED, Energystar: indicators for the two specific kinds of green certifications.

(14) net: an indicator as to whether the rent is quoted on a "net contract" basis. Tenants with net-rental contracts pay their own utility costs, which are otherwise included in the quoted rental price.

(15) amenities: an indicator of whether at least one of the following amenities is available on-site: bank, convenience store, dry cleaner, restaurant, retail shops, fitness center.

(16) cd.total.07: number of cooling degree days in the building's region in 2007. A degree day is a measure of demand for energy; higher values mean greater demand. Cooling degree days are measured relative to a baseline outdoor temperature, below which a building needs no cooling.

(17) hd.total07: number of heating degree days in the building's region in 2007. Heating degree days are also measured relative to a baseline outdoor temperature, above which a building needs no heating.

(18) total.dd.07: the total number of degree days (either heating or cooling) in the building's region in 2007.

(19) Precipitation: annual precipitation in inches in the building's geographic region.

(20) Gas.Costs: a measure of how much natural gas costs in the building's geographic region.

(21)Electricity.Costs: a measure of how much electricity costs in the building's geographic region.

(22)City_Market_Rent: a measure of average rent per square-foot per calendar year in the building's local market.

research design

## [1] 7.426478
## Distribution not specified, assuming gaussian ...
## [1] 9.387564

By using the tree model to build our predictive model, we identify the association between rental revenue and green certification. We first split the new greenbuilds data set into training and test test, then we use two different tree methods: random forest and boosted regression trees to build our model. Then we calculate the out of sample RMSE. The result shows that the RMSE of the random forest model is lower that the one using boosted regression trees. Therefore, we choose to use random forest method.

Results

Figure 1: Figure of all features used in our predictive model descending by importance.

From Figure 1, we found that the most important features that landlords should consider are “size, age, stories”, these variables seems to be the most important. However, the “green_rating” variable is not that important from our observation.

Figure 2: Impact of Green Certifications on Revenue

From the box plot including the information between revenue and green_rating, the average rent per square foot is around 20 for buildings with a green certification, and around 24 for those without a certification. Therefore, we didn’t find significant difference between buildings with or without green certification.

## # A tibble: 2 × 2
##   green_rating `mean(predict_rent)`
##          <int>                <dbl>
## 1            0                 23.9
## 2            1                 26.6

Table 1: The average change in revenue per square foot related to green certification

We then calculate the average change in revenue per square foot for buildings with or without green certification. From the table above, we found that buildings with green certification get more revenue than those without green certification, but the impact is small, considering the difference is 2 unit.

Figure 3: Partial Effect of Green Certifications on Revenue

From the partial effect figure of green certification on revenue per square foot, we found a positive association between revenue and green certification, which means green certification has some good impact on revenue.

Conclusion

From our analysis, we build the model using random forest to estimate the association between green certification and revenue per square foot. From our results, we found that green certification has some positive impact on revenue, but the impact isn’t very significant. In addition, we found that these variables “size, age, stories” have more impact on revenue. Based on our research, the landlords should weigh the pros and cons of getting a green certification, thinking critically about the cost and revenue change of getting a green certification. If they figure that the income change isn’t overweigh the cost of getting a certification, they should focus on other features, which have more important impact on revenue.

Problem 4: Predictive model building: California housing

Our purpose is to build the best predictive model to forecast the median house value in California. According to the topic description, in the beginning, we have to conduct standardized processing for “totalRooms” and totalBedrooms" by creating the new variables including “sdrooms” and “sdbedrooms”. Then we utilized three different methods including Step wise, Random Forecast and boost, to build the best predictive model.

##   longitude latitude housingMedianAge totalRooms totalBedrooms population
## 1   -122.23    37.88               41        880           129        322
## 2   -122.22    37.86               21       7099          1106       2401
## 3   -122.24    37.85               52       1467           190        496
## 4   -122.25    37.85               52       1274           235        558
## 5   -122.25    37.85               52       1627           280        565
## 6   -122.25    37.85               52        919           213        413
##   households medianIncome medianHouseValue
## 1        126       8.3252           452600
## 2       1138       8.3014           358500
## 3        177       7.2574           352100
## 4        219       5.6431           341300
## 5        259       3.8462           342200
## 6        193       4.0368           269700
## 
## Call:
## lm(formula = medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome, data = cahousing_train)
## 
## Coefficients:
##      (Intercept)         longitude          latitude  housingMedianAge  
##       -3.663e+06        -4.309e+04        -4.163e+04         9.214e+02  
##          sdrooms        sdbedrooms        population      medianIncome  
##       -1.091e+04         6.031e+04        -1.120e+00         4.366e+04
## Start:  AIC=323327
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + sdbedrooms:population          1 8.1291e+11 7.4853e+13 323173
## + sdrooms:sdbedrooms             1 6.5835e+11 7.5008e+13 323203
## + housingMedianAge:sdbedrooms    1 2.8920e+11 7.5377e+13 323274
## + housingMedianAge:sdrooms       1 2.7907e+11 7.5387e+13 323276
## + housingMedianAge:medianIncome  1 2.7099e+11 7.5395e+13 323277
## + population:medianIncome        1 1.6003e+11 7.5506e+13 323298
## + latitude:sdbedrooms            1 1.3840e+11 7.5528e+13 323303
## + sdrooms:medianIncome           1 1.3125e+11 7.5535e+13 323304
## + longitude:sdbedrooms           1 9.3743e+10 7.5573e+13 323311
## + latitude:medianIncome          1 9.0990e+10 7.5575e+13 323312
## + longitude:housingMedianAge     1 7.6050e+10 7.5590e+13 323315
## + longitude:sdrooms              1 3.6121e+10 7.5630e+13 323322
## + latitude:housingMedianAge      1 3.4087e+10 7.5632e+13 323323
## + sdbedrooms:medianIncome        1 3.2417e+10 7.5634e+13 323323
## + sdrooms:population             1 2.3319e+10 7.5643e+13 323325
## + longitude:population           1 1.3807e+10 7.5653e+13 323326
## <none>                                        7.5666e+13 323327
## + latitude:population            1 9.4775e+09 7.5657e+13 323327
## + longitude:latitude             1 5.4158e+09 7.5661e+13 323328
## + housingMedianAge:population    1 2.5299e+09 7.5664e+13 323329
## + longitude:medianIncome         1 1.4852e+09 7.5665e+13 323329
## + latitude:sdrooms               1 1.2559e+08 7.5666e+13 323329
## - population                     1 2.0994e+10 7.5687e+13 323329
## - sdrooms                        1 1.2061e+12 7.6872e+13 323553
## - housingMedianAge               1 1.5667e+12 7.7233e+13 323621
## - sdbedrooms                     1 1.7947e+12 7.7461e+13 323664
## - longitude                      1 1.1817e+13 8.7483e+13 325421
## - latitude                       1 1.2071e+13 8.7737e+13 325463
## - medianIncome                   1 3.8896e+13 1.1456e+14 329317
## 
## Step:  AIC=323173
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population
## 
##                                 Df  Sum of Sq        RSS    AIC
## + housingMedianAge:medianIncome  1 2.4285e+11 7.4611e+13 323128
## + sdrooms:sdbedrooms             1 2.2004e+11 7.4633e+13 323132
## + population:medianIncome        1 1.7223e+11 7.4681e+13 323142
## + latitude:sdrooms               1 1.3623e+11 7.4717e+13 323149
## + housingMedianAge:sdrooms       1 1.3522e+11 7.4718e+13 323149
## + sdrooms:medianIncome           1 1.2623e+11 7.4727e+13 323151
## + housingMedianAge:sdbedrooms    1 1.1572e+11 7.4738e+13 323153
## + latitude:medianIncome          1 9.4737e+10 7.4759e+13 323157
## + sdrooms:population             1 8.4212e+10 7.4769e+13 323159
## + latitude:housingMedianAge      1 6.7095e+10 7.4786e+13 323162
## + longitude:population           1 3.2672e+10 7.4821e+13 323169
## + longitude:housingMedianAge     1 3.0988e+10 7.4822e+13 323169
## + latitude:population            1 1.4350e+10 7.4839e+13 323172
## + sdbedrooms:medianIncome        1 1.1373e+10 7.4842e+13 323173
## <none>                                        7.4853e+13 323173
## + longitude:latitude             1 8.1370e+09 7.4845e+13 323173
## + latitude:sdbedrooms            1 6.4066e+09 7.4847e+13 323174
## + longitude:sdrooms              1 5.7826e+09 7.4848e+13 323174
## + longitude:medianIncome         1 2.8338e+09 7.4851e+13 323174
## + longitude:sdbedrooms           1 8.0890e+08 7.4853e+13 323175
## + housingMedianAge:population    1 4.7808e+08 7.4853e+13 323175
## - sdbedrooms:population          1 8.1291e+11 7.5666e+13 323327
## - sdrooms                        1 1.2733e+12 7.6127e+13 323415
## - housingMedianAge               1 1.7377e+12 7.6591e+13 323503
## - longitude                      1 1.2234e+13 8.7087e+13 325358
## - latitude                       1 1.2420e+13 8.7273e+13 325389
## - medianIncome                   1 3.9545e+13 1.1440e+14 329299
## 
## Step:  AIC=323128
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + housingMedianAge:sdrooms       1 4.3492e+11 7.4176e+13 323046
## + population:medianIncome        1 3.1782e+11 7.4293e+13 323068
## + sdrooms:sdbedrooms             1 2.1592e+11 7.4395e+13 323088
## + latitude:sdrooms               1 1.1523e+11 7.4495e+13 323108
## + latitude:medianIncome          1 1.1523e+11 7.4495e+13 323108
## + housingMedianAge:sdbedrooms    1 9.7461e+10 7.4513e+13 323111
## + sdrooms:medianIncome           1 8.8458e+10 7.4522e+13 323113
## + latitude:housingMedianAge      1 4.4707e+10 7.4566e+13 323121
## + sdrooms:population             1 4.1012e+10 7.4570e+13 323122
## + longitude:housingMedianAge     1 3.6588e+10 7.4574e+13 323123
## + longitude:population           1 3.3343e+10 7.4577e+13 323124
## + latitude:population            1 1.2704e+10 7.4598e+13 323128
## + longitude:medianIncome         1 1.2356e+10 7.4598e+13 323128
## <none>                                        7.4611e+13 323128
## + longitude:latitude             1 7.3623e+09 7.4603e+13 323129
## + latitude:sdbedrooms            1 5.0723e+09 7.4606e+13 323129
## + sdbedrooms:medianIncome        1 3.9077e+09 7.4607e+13 323129
## + longitude:sdrooms              1 1.2482e+09 7.4609e+13 323130
## + longitude:sdbedrooms           1 5.7306e+08 7.4610e+13 323130
## + housingMedianAge:population    1 5.3171e+08 7.4610e+13 323130
## - housingMedianAge:medianIncome  1 2.4285e+11 7.4853e+13 323173
## - sdbedrooms:population          1 7.8477e+11 7.5395e+13 323277
## - sdrooms                        1 1.1647e+12 7.5775e+13 323350
## - longitude                      1 1.2418e+13 8.7029e+13 325350
## - latitude                       1 1.2616e+13 8.7226e+13 325383
## 
## Step:  AIC=323045.6
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + population:medianIncome        1 3.3293e+11 7.3843e+13 322983
## + housingMedianAge:sdbedrooms    1 2.3641e+11 7.3939e+13 323001
## + latitude:medianIncome          1 1.2852e+11 7.4047e+13 323023
## + sdrooms:medianIncome           1 9.0182e+10 7.4085e+13 323030
## + latitude:sdrooms               1 8.2306e+10 7.4093e+13 323032
## + longitude:housingMedianAge     1 4.2105e+10 7.4134e+13 323039
## + longitude:population           1 2.9871e+10 7.4146e+13 323042
## + sdrooms:population             1 2.5830e+10 7.4150e+13 323043
## + sdrooms:sdbedrooms             1 1.9001e+10 7.4157e+13 323044
## + latitude:housingMedianAge      1 1.7004e+10 7.4159e+13 323044
## + longitude:medianIncome         1 1.3484e+10 7.4162e+13 323045
## + latitude:population            1 1.3195e+10 7.4162e+13 323045
## <none>                                        7.4176e+13 323046
## + latitude:sdbedrooms            1 7.7548e+09 7.4168e+13 323046
## + longitude:sdrooms              1 4.4772e+09 7.4171e+13 323047
## + longitude:latitude             1 4.1972e+09 7.4171e+13 323047
## + longitude:sdbedrooms           1 2.9386e+09 7.4173e+13 323047
## + sdbedrooms:medianIncome        1 5.4457e+08 7.4175e+13 323047
## + housingMedianAge:population    1 4.1569e+08 7.4175e+13 323048
## - housingMedianAge:sdrooms       1 4.3492e+11 7.4611e+13 323128
## - sdbedrooms:population          1 5.1610e+11 7.4692e+13 323144
## - housingMedianAge:medianIncome  1 5.4255e+11 7.4718e+13 323149
## - longitude                      1 1.2522e+13 8.6698e+13 325297
## - latitude                       1 1.2682e+13 8.6858e+13 325324
## 
## Step:  AIC=322982.6
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + sdrooms:population             1 6.9735e+11 7.3145e+13 322848
## + housingMedianAge:sdbedrooms    1 2.4744e+11 7.3595e+13 322936
## + latitude:sdrooms               1 1.0346e+11 7.3739e+13 322964
## + latitude:medianIncome          1 9.5267e+10 7.3747e+13 322966
## + sdrooms:medianIncome           1 5.1295e+10 7.3791e+13 322975
## + longitude:housingMedianAge     1 3.8198e+10 7.3805e+13 322977
## + longitude:population           1 3.4387e+10 7.3808e+13 322978
## + latitude:population            1 2.1228e+10 7.3822e+13 322980
## + housingMedianAge:population    1 2.0344e+10 7.3822e+13 322981
## + latitude:housingMedianAge      1 2.0205e+10 7.3823e+13 322981
## + sdrooms:sdbedrooms             1 1.2420e+10 7.3830e+13 322982
## <none>                                        7.3843e+13 322983
## + longitude:sdrooms              1 8.1333e+09 7.3835e+13 322983
## + latitude:sdbedrooms            1 8.0072e+09 7.3835e+13 322983
## + sdbedrooms:medianIncome        1 5.9592e+09 7.3837e+13 322983
## + longitude:medianIncome         1 5.7057e+09 7.3837e+13 322983
## + longitude:latitude             1 5.6452e+09 7.3837e+13 322983
## + longitude:sdbedrooms           1 2.2722e+09 7.3840e+13 322984
## - population:medianIncome        1 3.3293e+11 7.4176e+13 323046
## - housingMedianAge:sdrooms       1 4.5003e+11 7.4293e+13 323068
## - sdbedrooms:population          1 5.1949e+11 7.4362e+13 323082
## - housingMedianAge:medianIncome  1 7.3111e+11 7.4574e+13 323123
## - longitude                      1 1.2465e+13 8.6308e+13 325234
## - latitude                       1 1.2676e+13 8.6519e+13 325269
## 
## Step:  AIC=322847.5
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population
## 
##                                 Df  Sum of Sq        RSS    AIC
## + housingMedianAge:sdbedrooms    1 3.6900e+11 7.2776e+13 322776
## + latitude:medianIncome          1 1.0249e+11 7.3043e+13 322829
## + sdrooms:medianIncome           1 7.7354e+10 7.3068e+13 322834
## + latitude:population            1 5.1063e+10 7.3094e+13 322839
## + longitude:housingMedianAge     1 4.4974e+10 7.3100e+13 322841
## + latitude:sdrooms               1 3.6014e+10 7.3109e+13 322842
## + longitude:population           1 3.3522e+10 7.3112e+13 322843
## + latitude:housingMedianAge      1 2.2877e+10 7.3123e+13 322845
## + housingMedianAge:population    1 1.0942e+10 7.3134e+13 322847
## <none>                                        7.3145e+13 322848
## + longitude:medianIncome         1 8.5406e+09 7.3137e+13 322848
## + latitude:sdbedrooms            1 6.5210e+09 7.3139e+13 322848
## + sdbedrooms:medianIncome        1 4.5228e+09 7.3141e+13 322849
## + longitude:sdbedrooms           1 3.5103e+09 7.3142e+13 322849
## + longitude:latitude             1 2.1007e+09 7.3143e+13 322849
## + sdrooms:sdbedrooms             1 1.3361e+09 7.3144e+13 322849
## + longitude:sdrooms              1 7.4286e+08 7.3145e+13 322849
## - housingMedianAge:sdrooms       1 3.7132e+11 7.3517e+13 322919
## - sdrooms:population             1 6.9735e+11 7.3843e+13 322983
## - housingMedianAge:medianIncome  1 6.9972e+11 7.3845e+13 322983
## - population:medianIncome        1 1.0044e+12 7.4150e+13 323043
## - sdbedrooms:population          1 1.1673e+12 7.4313e+13 323074
## - longitude                      1 1.1909e+13 8.5054e+13 325025
## - latitude                       1 1.2030e+13 8.5175e+13 325045
## 
## Step:  AIC=322776.5
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + sdrooms:medianIncome           1 1.6701e+11 7.2609e+13 322745
## + sdrooms:sdbedrooms             1 1.1237e+11 7.2664e+13 322756
## + latitude:medianIncome          1 1.0996e+11 7.2666e+13 322757
## + longitude:housingMedianAge     1 5.5922e+10 7.2720e+13 322767
## + latitude:population            1 4.1357e+10 7.2735e+13 322770
## + longitude:population           1 3.1812e+10 7.2745e+13 322772
## + latitude:sdrooms               1 1.9715e+10 7.2757e+13 322775
## + housingMedianAge:population    1 1.4889e+10 7.2762e+13 322775
## <none>                                        7.2776e+13 322776
## + longitude:medianIncome         1 8.5064e+09 7.2768e+13 322777
## + latitude:housingMedianAge      1 8.3633e+09 7.2768e+13 322777
## + sdbedrooms:medianIncome        1 2.0666e+09 7.2774e+13 322778
## + latitude:sdbedrooms            1 1.5497e+09 7.2775e+13 322778
## + longitude:latitude             1 1.3878e+09 7.2775e+13 322778
## + longitude:sdbedrooms           1 7.9463e+08 7.2776e+13 322778
## + longitude:sdrooms              1 3.9618e+08 7.2776e+13 322778
## - housingMedianAge:sdbedrooms    1 3.6900e+11 7.3145e+13 322848
## - housingMedianAge:sdrooms       1 6.9765e+11 7.3474e+13 322912
## - sdrooms:population             1 8.1891e+11 7.3595e+13 322936
## - housingMedianAge:medianIncome  1 1.0647e+12 7.3841e+13 322984
## - population:medianIncome        1 1.1241e+12 7.3901e+13 322996
## - sdbedrooms:population          1 1.3303e+12 7.4107e+13 323036
## - longitude                      1 1.1984e+13 8.4761e+13 324977
## - latitude                       1 1.2105e+13 8.4881e+13 324997
## 
## Step:  AIC=322745.2
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + latitude:medianIncome          1 1.0230e+11 7.2507e+13 322727
## + sdbedrooms:medianIncome        1 6.8267e+10 7.2541e+13 322734
## + sdrooms:sdbedrooms             1 5.9650e+10 7.2550e+13 322735
## + longitude:housingMedianAge     1 5.8211e+10 7.2551e+13 322736
## + latitude:population            1 3.9698e+10 7.2570e+13 322739
## + longitude:population           1 2.9332e+10 7.2580e+13 322741
## + housingMedianAge:population    1 1.5636e+10 7.2594e+13 322744
## + latitude:sdrooms               1 1.4754e+10 7.2595e+13 322744
## <none>                                        7.2609e+13 322745
## + latitude:housingMedianAge      1 6.3088e+09 7.2603e+13 322746
## + longitude:medianIncome         1 5.8863e+09 7.2603e+13 322746
## + longitude:latitude             1 9.9698e+08 7.2608e+13 322747
## + longitude:sdrooms              1 5.5443e+08 7.2609e+13 322747
## + latitude:sdbedrooms            1 1.6948e+08 7.2609e+13 322747
## + longitude:sdbedrooms           1 1.0961e+08 7.2609e+13 322747
## - sdrooms:medianIncome           1 1.6701e+11 7.2776e+13 322776
## - housingMedianAge:sdbedrooms    1 4.5866e+11 7.3068e+13 322834
## - housingMedianAge:sdrooms       1 7.9748e+11 7.3407e+13 322901
## - sdrooms:population             1 8.7848e+11 7.3488e+13 322917
## - housingMedianAge:medianIncome  1 1.0819e+12 7.3691e+13 322957
## - population:medianIncome        1 1.1003e+12 7.3710e+13 322961
## - sdbedrooms:population          1 1.3837e+12 7.3993e+13 323016
## - longitude                      1 1.1810e+13 8.4419e+13 324920
## - latitude                       1 1.1961e+13 8.4570e+13 324946
## 
## Step:  AIC=322726.9
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + longitude:medianIncome         1 5.8314e+11 7.1924e+13 322612
## + latitude:sdrooms               1 7.5928e+10 7.2431e+13 322714
## + sdbedrooms:medianIncome        1 7.0675e+10 7.2436e+13 322715
## + sdrooms:sdbedrooms             1 5.6587e+10 7.2450e+13 322718
## + latitude:population            1 4.5301e+10 7.2462e+13 322720
## + longitude:housingMedianAge     1 4.1422e+10 7.2466e+13 322721
## + longitude:sdrooms              1 3.5660e+10 7.2471e+13 322722
## + longitude:population           1 3.2731e+10 7.2474e+13 322722
## + latitude:housingMedianAge      1 1.6782e+10 7.2490e+13 322726
## + housingMedianAge:population    1 1.4654e+10 7.2492e+13 322726
## <none>                                        7.2507e+13 322727
## + longitude:latitude             1 3.8096e+09 7.2503e+13 322728
## + longitude:sdbedrooms           1 8.7677e+08 7.2506e+13 322729
## + latitude:sdbedrooms            1 1.2961e+08 7.2507e+13 322729
## - latitude:medianIncome          1 1.0230e+11 7.2609e+13 322745
## - sdrooms:medianIncome           1 1.5936e+11 7.2666e+13 322757
## - housingMedianAge:sdbedrooms    1 4.6404e+11 7.2971e+13 322817
## - housingMedianAge:sdrooms       1 8.1082e+11 7.3318e+13 322886
## - sdrooms:population             1 8.8636e+11 7.3393e+13 322900
## - population:medianIncome        1 1.0655e+12 7.3573e+13 322936
## - housingMedianAge:medianIncome  1 1.1106e+12 7.3618e+13 322944
## - sdbedrooms:population          1 1.3893e+12 7.3896e+13 322999
## - longitude                      1 1.1773e+13 8.4280e+13 324899
## 
## Step:  AIC=322612.2
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + sdbedrooms:medianIncome        1 2.2846e+11 7.1695e+13 322568
## + latitude:sdrooms               1 8.4280e+10 7.1840e+13 322597
## + latitude:population            1 5.3824e+10 7.1870e+13 322603
## + longitude:housingMedianAge     1 4.5212e+10 7.1879e+13 322605
## + longitude:population           1 3.4666e+10 7.1889e+13 322607
## + sdrooms:sdbedrooms             1 3.2789e+10 7.1891e+13 322608
## + latitude:housingMedianAge      1 2.8940e+10 7.1895e+13 322608
## + housingMedianAge:population    1 2.0618e+10 7.1903e+13 322610
## <none>                                        7.1924e+13 322612
## + longitude:sdrooms              1 5.3600e+09 7.1919e+13 322613
## + longitude:latitude             1 5.1196e+09 7.1919e+13 322613
## + longitude:sdbedrooms           1 1.4356e+08 7.1924e+13 322614
## + latitude:sdbedrooms            1 7.2701e+07 7.1924e+13 322614
## - sdrooms:medianIncome           1 1.8091e+11 7.2105e+13 322647
## - housingMedianAge:sdbedrooms    1 5.3356e+11 7.2458e+13 322717
## - longitude:medianIncome         1 5.8314e+11 7.2507e+13 322727
## - latitude:medianIncome          1 6.7955e+11 7.2603e+13 322746
## - sdrooms:population             1 8.6791e+11 7.2792e+13 322784
## - housingMedianAge:sdrooms       1 9.3376e+11 7.2858e+13 322797
## - housingMedianAge:medianIncome  1 9.9064e+11 7.2915e+13 322808
## - population:medianIncome        1 9.9602e+11 7.2920e+13 322809
## - sdbedrooms:population          1 1.3228e+12 7.3247e+13 322874
## 
## Step:  AIC=322568.3
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome
## 
##                                 Df  Sum of Sq        RSS    AIC
## + sdrooms:sdbedrooms             1 1.9157e+11 7.1504e+13 322532
## + latitude:sdrooms               1 8.7846e+10 7.1608e+13 322553
## + latitude:population            1 4.7492e+10 7.1648e+13 322561
## + longitude:housingMedianAge     1 4.1863e+10 7.1654e+13 322562
## + longitude:population           1 3.1261e+10 7.1664e+13 322564
## + latitude:housingMedianAge      1 3.0549e+10 7.1665e+13 322564
## + housingMedianAge:population    1 1.8430e+10 7.1677e+13 322567
## + longitude:sdrooms              1 1.4656e+10 7.1681e+13 322567
## <none>                                        7.1695e+13 322568
## + longitude:latitude             1 3.5247e+09 7.1692e+13 322570
## + longitude:sdbedrooms           1 1.0683e+09 7.1694e+13 322570
## + latitude:sdbedrooms            1 6.6990e+06 7.1695e+13 322570
## - sdbedrooms:medianIncome        1 2.2846e+11 7.1924e+13 322612
## - sdrooms:medianIncome           1 3.9905e+11 7.2095e+13 322646
## - housingMedianAge:sdbedrooms    1 4.9029e+11 7.2186e+13 322665
## - longitude:medianIncome         1 7.4092e+11 7.2436e+13 322715
## - latitude:medianIncome          1 8.4200e+11 7.2537e+13 322735
## - sdrooms:population             1 8.8630e+11 7.2582e+13 322744
## - housingMedianAge:sdrooms       1 9.7553e+11 7.2671e+13 322762
## - housingMedianAge:medianIncome  1 9.9630e+11 7.2692e+13 322766
## - population:medianIncome        1 1.0097e+12 7.2705e+13 322768
## - sdbedrooms:population          1 1.3741e+12 7.3070e+13 322841
## 
## Step:  AIC=322531.6
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + latitude:sdrooms               1 1.6546e+11 7.1338e+13 322500
## + latitude:population            1 4.7931e+10 7.1456e+13 322524
## + longitude:housingMedianAge     1 4.4808e+10 7.1459e+13 322525
## + latitude:housingMedianAge      1 2.8895e+10 7.1475e+13 322528
## + longitude:population           1 2.6342e+10 7.1478e+13 322528
## + longitude:sdrooms              1 2.4411e+10 7.1479e+13 322529
## + housingMedianAge:population    1 2.0701e+10 7.1483e+13 322529
## + latitude:sdbedrooms            1 1.8144e+10 7.1486e+13 322530
## <none>                                        7.1504e+13 322532
## + longitude:sdbedrooms           1 5.9711e+09 7.1498e+13 322532
## + longitude:latitude             1 3.2395e+09 7.1501e+13 322533
## - sdrooms:sdbedrooms             1 1.9157e+11 7.1695e+13 322568
## - sdbedrooms:medianIncome        1 3.8725e+11 7.1891e+13 322608
## - sdrooms:medianIncome           1 4.4968e+11 7.1954e+13 322620
## - housingMedianAge:sdbedrooms    1 6.6996e+11 7.2174e+13 322664
## - longitude:medianIncome         1 7.7405e+11 7.2278e+13 322685
## - sdrooms:population             1 8.3708e+11 7.2341e+13 322698
## - sdbedrooms:population          1 8.6283e+11 7.2367e+13 322703
## - latitude:medianIncome          1 8.7242e+11 7.2376e+13 322705
## - population:medianIncome        1 9.6774e+11 7.2472e+13 322724
## - housingMedianAge:sdrooms       1 1.0054e+12 7.2509e+13 322731
## - housingMedianAge:medianIncome  1 1.0540e+12 7.2558e+13 322741
## 
## Step:  AIC=322500.1
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + longitude:sdrooms              1 1.6730e+11 7.1171e+13 322468
## + latitude:sdbedrooms            1 1.5359e+11 7.1185e+13 322471
## + longitude:sdbedrooms           1 1.0590e+11 7.1233e+13 322481
## + longitude:housingMedianAge     1 7.1354e+10 7.1267e+13 322488
## + latitude:population            1 6.2838e+10 7.1276e+13 322489
## + longitude:population           1 3.7075e+10 7.1301e+13 322495
## + housingMedianAge:population    1 1.5212e+10 7.1323e+13 322499
## + latitude:housingMedianAge      1 1.4640e+10 7.1324e+13 322499
## <none>                                        7.1338e+13 322500
## + longitude:latitude             1 3.1582e+09 7.1335e+13 322501
## - latitude:sdrooms               1 1.6546e+11 7.1504e+13 322532
## - sdrooms:sdbedrooms             1 2.6919e+11 7.1608e+13 322553
## - sdrooms:medianIncome           1 4.3881e+11 7.1777e+13 322587
## - sdbedrooms:medianIncome        1 4.4187e+11 7.1780e+13 322587
## - sdrooms:population             1 6.6352e+11 7.2002e+13 322632
## - housingMedianAge:sdbedrooms    1 6.7687e+11 7.2015e+13 322635
## - longitude:medianIncome         1 7.9703e+11 7.2135e+13 322659
## - population:medianIncome        1 8.5497e+11 7.2193e+13 322670
## - housingMedianAge:sdrooms       1 9.1178e+11 7.2250e+13 322682
## - sdbedrooms:population          1 9.5302e+11 7.2291e+13 322690
## - latitude:medianIncome          1 9.7488e+11 7.2313e+13 322694
## - housingMedianAge:medianIncome  1 9.7646e+11 7.2315e+13 322695
## 
## Step:  AIC=322468.2
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + latitude:sdbedrooms            1 1.4258e+11 7.1029e+13 322441
## + latitude:population            1 5.5689e+10 7.1115e+13 322459
## + longitude:housingMedianAge     1 5.2057e+10 7.1119e+13 322460
## + longitude:population           1 2.9523e+10 7.1142e+13 322464
## + latitude:housingMedianAge      1 2.5354e+10 7.1146e+13 322465
## + longitude:sdbedrooms           1 1.5083e+10 7.1156e+13 322467
## + housingMedianAge:population    1 1.1258e+10 7.1160e+13 322468
## <none>                                        7.1171e+13 322468
## + longitude:latitude             1 5.6774e+08 7.1171e+13 322470
## - longitude:sdrooms              1 1.6730e+11 7.1338e+13 322500
## - latitude:sdrooms               1 3.0835e+11 7.1479e+13 322529
## - sdrooms:medianIncome           1 3.4541e+11 7.1517e+13 322536
## - sdrooms:sdbedrooms             1 3.6297e+11 7.1534e+13 322540
## - sdbedrooms:medianIncome        1 4.1468e+11 7.1586e+13 322550
## - sdrooms:population             1 5.1633e+11 7.1687e+13 322571
## - housingMedianAge:sdbedrooms    1 6.7090e+11 7.1842e+13 322602
## - housingMedianAge:sdrooms       1 6.9138e+11 7.1863e+13 322606
## - population:medianIncome        1 7.5653e+11 7.1928e+13 322619
## - housingMedianAge:medianIncome  1 8.4111e+11 7.2012e+13 322636
## - sdbedrooms:population          1 8.5465e+11 7.2026e+13 322639
## - longitude:medianIncome         1 9.4789e+11 7.2119e+13 322657
## - latitude:medianIncome          1 1.1069e+12 7.2278e+13 322689
## 
## Step:  AIC=322441.2
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + longitude:sdbedrooms           1 2.4238e+11 7.0786e+13 322394
## + longitude:housingMedianAge     1 6.0539e+10 7.0968e+13 322431
## + latitude:population            1 4.6522e+10 7.0982e+13 322434
## + longitude:population           1 2.3524e+10 7.1005e+13 322438
## + latitude:housingMedianAge      1 2.1757e+10 7.1007e+13 322439
## <none>                                        7.1029e+13 322441
## + housingMedianAge:population    1 8.9514e+09 7.1020e+13 322441
## + longitude:latitude             1 1.0160e+09 7.1028e+13 322443
## - latitude:sdbedrooms            1 1.4258e+11 7.1171e+13 322468
## - longitude:sdrooms              1 1.5629e+11 7.1185e+13 322471
## - sdrooms:sdbedrooms             1 2.6007e+11 7.1289e+13 322492
## - sdrooms:medianIncome           1 3.4440e+11 7.1373e+13 322509
## - sdbedrooms:medianIncome        1 3.6530e+11 7.1394e+13 322513
## - sdrooms:population             1 3.8222e+11 7.1411e+13 322517
## - latitude:sdrooms               1 4.5021e+11 7.1479e+13 322531
## - sdbedrooms:population          1 6.0459e+11 7.1633e+13 322562
## - housingMedianAge:sdbedrooms    1 6.1806e+11 7.1647e+13 322564
## - population:medianIncome        1 6.4437e+11 7.1673e+13 322570
## - housingMedianAge:sdrooms       1 6.4798e+11 7.1677e+13 322570
## - housingMedianAge:medianIncome  1 7.8913e+11 7.1818e+13 322599
## - longitude:medianIncome         1 9.4882e+11 7.1977e+13 322631
## - latitude:medianIncome          1 1.2369e+12 7.2265e+13 322689
## 
## Step:  AIC=322393.9
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms + longitude:sdbedrooms
## 
##                                 Df  Sum of Sq        RSS    AIC
## + longitude:housingMedianAge     1 5.9960e+10 7.0726e+13 322384
## + latitude:population            1 4.7425e+10 7.0739e+13 322386
## + longitude:population           1 2.8292e+10 7.0758e+13 322390
## + latitude:housingMedianAge      1 2.4302e+10 7.0762e+13 322391
## <none>                                        7.0786e+13 322394
## + housingMedianAge:population    1 5.1583e+09 7.0781e+13 322395
## + longitude:latitude             1 9.8818e+08 7.0785e+13 322396
## - sdrooms:sdbedrooms             1 1.0609e+11 7.0892e+13 322413
## - longitude:sdbedrooms           1 2.4238e+11 7.1029e+13 322441
## - sdrooms:population             1 2.7394e+11 7.1060e+13 322448
## - sdbedrooms:medianIncome        1 3.0933e+11 7.1096e+13 322455
## - sdrooms:medianIncome           1 3.2410e+11 7.1110e+13 322458
## - latitude:sdbedrooms            1 3.6988e+11 7.1156e+13 322467
## - housingMedianAge:sdbedrooms    1 3.9157e+11 7.1178e+13 322472
## - longitude:sdrooms              1 3.9741e+11 7.1184e+13 322473
## - housingMedianAge:sdrooms       1 4.2407e+11 7.1210e+13 322478
## - sdbedrooms:population          1 4.3506e+11 7.1221e+13 322480
## - population:medianIncome        1 5.4506e+11 7.1331e+13 322503
## - housingMedianAge:medianIncome  1 5.8223e+11 7.1368e+13 322510
## - latitude:sdrooms               1 6.6456e+11 7.1451e+13 322527
## - longitude:medianIncome         1 1.1904e+12 7.1977e+13 322633
## - latitude:medianIncome          1 1.4773e+12 7.2263e+13 322690
## 
## Step:  AIC=322383.6
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms + longitude:sdbedrooms + 
##     longitude:housingMedianAge
## 
##                                 Df  Sum of Sq        RSS    AIC
## + latitude:housingMedianAge      1 1.4951e+12 6.9231e+13 322077
## + latitude:population            1 8.8385e+10 7.0638e+13 322368
## + longitude:population           1 6.3162e+10 7.0663e+13 322373
## <none>                                        7.0726e+13 322384
## + longitude:latitude             1 5.3429e+09 7.0721e+13 322385
## + housingMedianAge:population    1 2.3739e+09 7.0724e+13 322385
## - longitude:housingMedianAge     1 5.9960e+10 7.0786e+13 322394
## - sdrooms:sdbedrooms             1 1.0781e+11 7.0834e+13 322404
## - longitude:sdbedrooms           1 2.4180e+11 7.0968e+13 322431
## - sdrooms:population             1 2.7524e+11 7.1001e+13 322438
## - sdbedrooms:medianIncome        1 3.1137e+11 7.1038e+13 322445
## - sdrooms:medianIncome           1 3.2859e+11 7.1055e+13 322449
## - latitude:sdbedrooms            1 3.7525e+11 7.1101e+13 322458
## - longitude:sdrooms              1 3.7769e+11 7.1104e+13 322459
## - housingMedianAge:sdbedrooms    1 4.0406e+11 7.1130e+13 322464
## - sdbedrooms:population          1 4.1582e+11 7.1142e+13 322466
## - housingMedianAge:sdrooms       1 4.3856e+11 7.1165e+13 322471
## - population:medianIncome        1 5.4478e+11 7.1271e+13 322492
## - housingMedianAge:medianIncome  1 5.9754e+11 7.1324e+13 322503
## - latitude:sdrooms               1 6.6664e+11 7.1393e+13 322517
## - longitude:medianIncome         1 1.1814e+12 7.1908e+13 322621
## - latitude:medianIncome          1 1.4676e+12 7.2194e+13 322678
## 
## Step:  AIC=322077
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms + longitude:sdbedrooms + 
##     longitude:housingMedianAge + latitude:housingMedianAge
## 
##                                 Df  Sum of Sq        RSS    AIC
## + longitude:population           1 5.1817e+10 6.9179e+13 322068
## + latitude:population            1 3.8993e+10 6.9192e+13 322071
## <none>                                        6.9231e+13 322077
## + longitude:latitude             1 5.4419e+09 6.9226e+13 322078
## + housingMedianAge:population    1 3.7030e+09 6.9227e+13 322078
## - housingMedianAge:sdrooms       1 6.3384e+10 6.9295e+13 322088
## - housingMedianAge:medianIncome  1 6.9735e+10 6.9301e+13 322089
## - sdrooms:sdbedrooms             1 9.9319e+10 6.9330e+13 322096
## - housingMedianAge:sdbedrooms    1 1.7033e+11 6.9401e+13 322110
## - sdrooms:medianIncome           1 2.5537e+11 6.9487e+13 322128
## - sdbedrooms:medianIncome        1 2.8560e+11 6.9517e+13 322134
## - longitude:sdbedrooms           1 3.0015e+11 6.9531e+13 322137
## - sdrooms:population             1 3.2885e+11 6.9560e+13 322143
## - sdbedrooms:population          1 4.1312e+11 6.9644e+13 322161
## - longitude:sdrooms              1 4.3118e+11 6.9662e+13 322165
## - latitude:sdbedrooms            1 4.6833e+11 6.9699e+13 322172
## - population:medianIncome        1 6.0065e+11 6.9832e+13 322200
## - latitude:sdrooms               1 7.6898e+11 7.0000e+13 322235
## - latitude:housingMedianAge      1 1.4951e+12 7.0726e+13 322384
## - longitude:housingMedianAge     1 1.5307e+12 7.0762e+13 322391
## - longitude:medianIncome         1 1.6641e+12 7.0895e+13 322418
## - latitude:medianIncome          1 2.0801e+12 7.1311e+13 322503
## 
## Step:  AIC=322068.1
## medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms + longitude:sdbedrooms + 
##     longitude:housingMedianAge + latitude:housingMedianAge + 
##     longitude:population
## 
##                                 Df  Sum of Sq        RSS    AIC
## <none>                                        6.9179e+13 322068
## + housingMedianAge:population    1 8.5757e+09 6.9171e+13 322068
## + longitude:latitude             1 4.2922e+09 6.9175e+13 322069
## + latitude:population            1 1.4191e+09 6.9178e+13 322070
## - longitude:population           1 5.1817e+10 6.9231e+13 322077
## - housingMedianAge:sdrooms       1 6.3810e+10 6.9243e+13 322079
## - housingMedianAge:medianIncome  1 7.1310e+10 6.9251e+13 322081
## - sdrooms:sdbedrooms             1 9.5955e+10 6.9275e+13 322086
## - housingMedianAge:sdbedrooms    1 1.6868e+11 6.9348e+13 322101
## - sdrooms:medianIncome           1 2.5109e+11 6.9430e+13 322118
## - sdbedrooms:medianIncome        1 2.8128e+11 6.9461e+13 322125
## - longitude:sdbedrooms           1 3.0733e+11 6.9487e+13 322130
## - sdrooms:population             1 3.2852e+11 6.9508e+13 322135
## - longitude:sdrooms              1 4.2387e+11 6.9603e+13 322154
## - sdbedrooms:population          1 4.3037e+11 6.9610e+13 322156
## - latitude:sdbedrooms            1 4.7138e+11 6.9651e+13 322164
## - population:medianIncome        1 6.0489e+11 6.9784e+13 322192
## - latitude:sdrooms               1 7.6823e+11 6.9948e+13 322226
## - latitude:housingMedianAge      1 1.4837e+12 7.0663e+13 322373
## - longitude:housingMedianAge     1 1.5659e+12 7.0745e+13 322389
## - longitude:medianIncome         1 1.6609e+12 7.0840e+13 322409
## - latitude:medianIncome          1 2.0798e+12 7.1259e+13 322494
## 
## Call:
## lm(formula = medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome + sdbedrooms:population + 
##     housingMedianAge:medianIncome + housingMedianAge:sdrooms + 
##     population:medianIncome + sdrooms:population + housingMedianAge:sdbedrooms + 
##     sdrooms:medianIncome + latitude:medianIncome + longitude:medianIncome + 
##     sdbedrooms:medianIncome + sdrooms:sdbedrooms + latitude:sdrooms + 
##     longitude:sdrooms + latitude:sdbedrooms + longitude:sdbedrooms + 
##     longitude:housingMedianAge + latitude:housingMedianAge + 
##     longitude:population, data = cahousing_train)
## 
## Coefficients:
##                   (Intercept)                      longitude  
##                     2.385e+06                      2.767e+04  
##                      latitude               housingMedianAge  
##                     2.750e+04                     -1.114e+05  
##                       sdrooms                     sdbedrooms  
##                     5.356e+05                     -2.596e+06  
##                    population                   medianIncome  
##                    -1.482e+02                     -9.369e+05  
##         sdbedrooms:population  housingMedianAge:medianIncome  
##                     4.584e+01                      1.497e+02  
##      housingMedianAge:sdrooms        population:medianIncome  
##                    -2.130e+02                      4.931e+00  
##            sdrooms:population    housingMedianAge:sdbedrooms  
##                    -5.177e+00                      1.814e+03  
##          sdrooms:medianIncome          latitude:medianIncome  
##                    -1.356e+03                     -1.319e+04  
##        longitude:medianIncome        sdbedrooms:medianIncome  
##                    -1.203e+04                      1.109e+04  
##            sdrooms:sdbedrooms               latitude:sdrooms  
##                    -2.180e+02                      7.886e+03  
##             longitude:sdrooms            latitude:sdbedrooms  
##                     6.813e+03                     -3.511e+04  
##          longitude:sdbedrooms     longitude:housingMedianAge  
##                    -3.197e+04                     -1.302e+03  
##     latitude:housingMedianAge           longitude:population  
##                    -1.261e+03                     -8.991e-01
## n= 14447 
## 
## node), split, n, deviance, yval
##       * denotes terminal node
## 
##       1) root 14447 1.913508e+14 206632.40  
##         2) medianIncome< 5.03515 11342 9.436258e+13 173093.80  
##           4) medianIncome< 3.13565 5733 3.282567e+13 137158.30  
##             8) sdrooms>=4.335204 3334 1.367816e+13 118547.40  
##              16) medianIncome< 2.4187 1586 4.373468e+12  96168.10  
##                32) latitude>=35.305 1056 1.680038e+12  86460.70  
##                  64) longitude>=-119.9 277 1.197040e+11  65480.87  
##                   128) latitude< 36.945 270 9.304502e+10  64187.41  
##                     256) sdrooms< 5.684405 241 6.593048e+10  61987.97  
##                       512) housingMedianAge>=10.5 232 3.903341e+10  61221.55  
##                        1024) medianIncome< 1.6147 60 2.666902e+09  52938.33 *
##                        1025) medianIncome>=1.6147 172 3.081375e+10  64111.05  
##                          2050) population>=583.5 158 2.022190e+10  62659.49  
##                            4100) medianIncome< 2.10945 87 7.349080e+09  59464.37 *
##                            4101) medianIncome>=2.10945 71 1.089633e+10  66574.65 *
##                          2051) population< 583.5 14 6.501849e+09  80492.86 *
##                       513) housingMedianAge< 10.5 9 2.324792e+10  81744.44 *
##                     257) sdrooms>=5.684405 29 1.626011e+10  82465.52  
##                       514) latitude< 35.69 7 1.380357e+09  60642.86 *
##                       515) latitude>=35.69 22 1.048546e+10  89409.09  
##                        1030) medianIncome>=2.3125 7 1.149974e+09  73571.43 *
##                        1031) medianIncome< 2.3125 15 6.760280e+09  96800.00 *
##                   129) latitude>=36.945 7 8.783754e+09 115371.40 *
##                  65) longitude< -119.9 779 1.395058e+12  93920.79  
##                   130) latitude>=39.345 242 1.115291e+11  74867.76  
##                     260) housingMedianAge>=18.5 169 6.243163e+10  70851.47  
##                       520) sdbedrooms>=1.001548 149 3.562212e+10  68480.53  
##                        1040) medianIncome< 1.38725 10 3.372951e+09  50129.90 *
##                        1041) medianIncome>=1.38725 139 2.863945e+10  69800.72  
##                          2082) longitude>=-123.725 109 1.956892e+10  67610.09  
##                            4164) latitude>=40.945 16 1.159618e+09  55487.50 *
##                            4165) latitude< 40.945 93 1.565346e+10  69695.70  
##                              8330) housingMedianAge>=28.5 37 3.138052e+09  63951.35 *
##                              8331) housingMedianAge< 28.5 56 1.048783e+10  73491.07 *
##                          2083) longitude< -123.725 30 6.646952e+09  77760.00 *
##                       521) sdbedrooms< 1.001548 20 1.973193e+10  88515.00  
##                        1042) population>=1031 7 9.030143e+08  67728.57 *
##                        1043) population< 1031 13 1.417579e+10  99707.69 *
##                     261) housingMedianAge< 18.5 73 4.006040e+10  84165.74  
##                       522) longitude< -122.02 42 1.773879e+10  77097.60  
##                        1044) medianIncome< 1.875 11 3.977313e+09  60827.18 *
##                        1045) medianIncome>=1.875 31 9.816204e+09  82870.97 *
##                       523) longitude>=-122.02 31 1.738054e+10  93741.94  
##                        1046) population>=724.5 21 4.417527e+09  85466.67 *
##                        1047) population< 724.5 10 8.504956e+09 111120.00 *
##                   131) latitude< 39.345 537 1.156088e+12 102507.10  
##                     262) longitude>=-121.73 334 5.188947e+11  92144.91  
##                       524) sdbedrooms>=0.9317544 326 3.550271e+11  90409.20  
##                        1048) sdbedrooms< 1.359339 300 2.637466e+11  87095.67  
##                          2096) housingMedianAge>=17.5 251 1.644577e+11  81594.02  
##                            4192) medianIncome< 1.98785 111 5.270381e+10  72202.70  
##                              8384) housingMedianAge< 44.5 98 3.577830e+10  69364.29  
##                               16768) medianIncome< 1.4979 26 2.411250e+09  59096.15 *
##                               16769) medianIncome>=1.4979 72 2.963584e+10  73072.22  
##                                 33538) housingMedianAge>=37.5 14 2.962493e+08  58892.86 *
##                                 33539) housingMedianAge< 37.5 58 2.584541e+10  76494.83  
##                                   67078) population>=731.5 43 1.217828e+10  72374.42 *
##                                   67079) population< 731.5 15 1.084429e+10  88306.67 *
##                              8385) housingMedianAge>=44.5 13 1.018398e+10  93600.00 *
##                            4193) medianIncome>=1.98785 140 9.420208e+10  89040.00  
##                              8386) sdrooms< 5.258571 98 4.567622e+10  82856.12  
##                               16772) medianIncome>=2.02875 89 3.188179e+10  80908.99  
##                                 33544) latitude< 37.98 46 9.408173e+09  74756.52  
##                                   67088) longitude< -121.205 11 3.414473e+08  64154.55 *
##                                   67089) longitude>=-121.205 35 7.441715e+09  78088.57  
##                                    134178) longitude>=-120.725 16 6.846194e+08  68156.25 *
##                                    134179) longitude< -120.725 19 3.849487e+09  86452.63 *
##                                 33545) latitude>=37.98 43 1.886968e+10  87490.70  
##                                   67090) longitude< -121.355 27 9.709312e+09  78625.93  
##                                    134180) latitude>=38.625 11 6.612000e+08  65200.00 *
##                                    134181) latitude< 38.625 16 5.702119e+09  87856.25 *
##                                   67091) longitude>=-121.355 16 3.458100e+09 102450.00 *
##                               16773) medianIncome< 2.02875 9 1.012021e+10 102111.10 *
##                              8387) sdrooms>=5.258571 42 3.603401e+10 103469.00  
##                               16774) sdbedrooms>=1.038293 32 2.255709e+10  97218.75  
##                                 33548) medianIncome< 2.1922 15 3.215709e+09  85806.67 *
##                                 33549) medianIncome>=2.1922 17 1.566414e+10 107288.20 *
##                               16775) sdbedrooms< 1.038293 10 8.226421e+09 123470.00 *
##                          2097) housingMedianAge< 17.5 49 5.277495e+10 115277.60  
##                            4194) latitude< 37.45 13 1.128621e+10  87953.85 *
##                            4195) latitude>=37.45 36 2.827833e+10 125144.40  
##                              8390) population>=982.5 23 1.461229e+10 117382.60  
##                               16780) sdbedrooms< 1.097202 11 6.456867e+09 106354.50 *
##                               16781) sdbedrooms>=1.097202 12 5.591309e+09 127491.70 *
##                              8391) population< 982.5 13 9.828823e+09 138876.90 *
##                        1049) sdbedrooms>=1.359339 26 4.998054e+10 128642.30  
##                          2098) sdrooms>=5.743115 17 1.257372e+10 113888.20 *
##                          2099) sdrooms< 5.743115 9 2.671619e+10 156511.10 *
##                       525) sdbedrooms< 0.9317544 8 1.228635e+11 162875.00 *
##                     263) longitude< -121.73 203 5.423242e+11 119556.20  
##                       526) latitude>=37.735 178 2.914599e+11 109251.70  
##                        1052) medianIncome< 1.89275 78 3.777675e+10  89521.79  
##                          2104) longitude< -122.295 40 8.258850e+09  78602.50 *
##                          2105) longitude>=-122.295 38 1.972841e+10 101015.80  
##                            4210) sdrooms>=4.540244 30 7.426634e+09  95356.67 *
##                            4211) sdrooms< 4.540244 8 7.738119e+09 122237.50 *
##                        1053) medianIncome>=1.89275 100 1.996371e+11 124641.00  
##                          2106) longitude>=-122.225 31 1.605805e+10 105180.60  
##                            4212) medianIncome< 2.11015 13 5.663031e+08  94476.92 *
##                            4213) medianIncome>=2.11015 18 1.292666e+10 112911.10 *
##                          2107) longitude< -122.225 69 1.665648e+11 133384.10  
##                            4214) medianIncome>=2.001 55 8.296422e+10 124700.00  
##                              8428) medianIncome< 2.36255 46 5.789684e+10 117215.20  
##                               16856) latitude>=38.65 12 1.810077e+10  99866.67 *
##                               16857) latitude< 38.65 34 3.490970e+10 123338.20  
##                                 33714) population>=1131.5 10 1.230201e+09 105330.00 *
##                                 33715) population< 1131.5 24 2.908530e+10 130841.70  
##                                   67430) latitude< 38.275 17 1.988390e+10 123182.40 *
##                                   67431) latitude>=38.275 7 5.782057e+09 149442.90 *
##                              8429) medianIncome>=2.36255 9 9.318982e+09 162955.60 *
##                            4215) medianIncome< 2.001 14 6.315828e+10 167500.00 *
##                       527) latitude< 37.735 25 9.739281e+10 192924.00  
##                        1054) housingMedianAge< 19 7 1.421007e+10 141685.70 *
##                        1055) housingMedianAge>=19 18 5.765838e+10 212850.00 *
##                33) latitude< 35.305 530 2.395649e+12 115509.60  
##                  66) longitude>=-117.355 273 4.756575e+11  93961.54  
##                   132) longitude>=-116.525 73 7.244954e+10  69542.47  
##                     264) sdbedrooms>=1.026908 66 2.326990e+10  65539.39  
##                       528) longitude>=-116.34 53 1.279774e+10  61800.00  
##                        1056) medianIncome< 1.44605 10 1.407356e+09  48880.00 *
##                        1057) medianIncome>=1.44605 43 9.332919e+09  64804.65  
##                          2114) latitude>=32.895 35 4.845886e+09  61042.86 *
##                          2115) latitude< 32.895 8 1.824859e+09  81262.50 *
##                       529) longitude< -116.34 13 6.709637e+09  80784.62 *
##                     265) sdbedrooms< 1.026908 7 3.815015e+10 107285.70 *
##                   133) longitude< -116.525 200 3.437905e+11 102874.50  
##                     266) latitude>=33.685 130 8.870547e+10  88033.08  
##                       532) sdrooms< 6.768876 120 5.059127e+10  85534.17  
##                        1064) housingMedianAge>=20.5 74 1.707397e+10  78398.65  
##                          2128) population< 2608.5 67 1.289061e+10  76673.13  
##                            4256) sdrooms< 5.267666 49 6.971640e+09  73414.29 *
##                            4257) sdrooms>=5.267666 18 3.981984e+09  85544.44 *
##                          2129) population>=2608.5 7 2.074509e+09  94914.29 *
##                        1065) housingMedianAge< 20.5 46 2.368837e+10  97013.04  
##                          2130) longitude>=-116.905 8 5.253935e+09  79325.00 *
##                          2131) longitude< -116.905 38 1.540457e+10 100736.80  
##                            4262) sdrooms< 5.144522 19 9.213164e+09  92163.16 *
##                            4263) sdrooms>=5.144522 19 3.398098e+09 109310.50 *
##                       533) sdrooms>=6.768876 10 2.837270e+10 118020.00 *
##                     267) latitude< 33.685 70 1.732713e+11 130437.10  
##                       534) latitude< 32.715 24 1.015334e+10  97958.33  
##                        1068) medianIncome< 1.826 10 7.094800e+08  81900.00 *
##                        1069) medianIncome>=1.826 14 5.023229e+09 109428.60 *
##                       535) latitude>=32.715 46 1.245921e+11 147382.60  
##                        1070) population>=544.5 39 5.217812e+10 135843.60  
##                          2140) housingMedianAge< 35.5 31 2.390293e+10 128422.60  
##                            4280) latitude< 32.755 9 2.280702e+09 108044.40 *
##                            4281) latitude>=32.755 22 1.635587e+10 136759.10  
##                              8562) population>=1062 13 7.517991e+09 127038.50 *
##                              8563) population< 1062 9 5.835180e+09 150800.00 *
##                          2141) housingMedianAge>=35.5 8 1.995252e+10 164600.00 *
##                        1071) population< 544.5 7 3.828983e+10 211671.40 *
##                  67) longitude< -117.355 257 1.658581e+12 138399.20  
##                   134) latitude>=33.605 249 1.017024e+12 131671.50  
##                     268) population>=237.5 241 5.491026e+11 124821.60  
##                       536) longitude>=-118.315 181 1.826615e+11 113814.40  
##                        1072) latitude>=33.875 165 1.042311e+11 110154.50  
##                          2144) medianIncome< 2.1669 116 4.228545e+10 104587.10  
##                            4288) latitude>=34.38 9 3.315160e+09  75600.00 *
##                            4289) latitude< 34.38 107 3.077196e+10 107025.20  
##                              8578) longitude< -118.205 80 1.043382e+10 103477.50  
##                               17156) longitude>=-118.285 50 2.141210e+09  97902.00 *
##                               17157) longitude< -118.285 30 4.147783e+09 112770.00 *
##                              8579) longitude>=-118.205 27 1.634778e+10 117537.00  
##                               17158) longitude>=-117.74 14 5.156969e+09 103071.40 *
##                               17159) longitude< -117.74 13 5.106357e+09 133115.40 *
##                          2145) medianIncome>=2.1669 49 4.983791e+10 123334.70  
##                            4290) longitude>=-117.7 17 9.595865e+09 103217.60 *
##                            4291) longitude< -117.7 32 2.970731e+10 134021.90  
##                              8582) longitude< -118.205 12 6.264402e+09 112175.00 *
##                              8583) longitude>=-118.205 20 1.427902e+10 147130.00  
##                               17166) sdrooms>=4.47115 13 3.749068e+09 134769.20 *
##                               17167) sdrooms< 4.47115 7 4.854949e+09 170085.70 *
##                        1073) latitude< 33.875 16 5.342918e+10 151556.20 *
##                       537) longitude< -118.315 60 2.783567e+11 158026.70  
##                        1074) population>=529.5 51 1.793040e+11 147394.10  
##                          2148) longitude>=-120.525 43 1.439043e+11 138323.30  
##                            4296) latitude>=35.045 8 5.193089e+09  61087.50 *
##                            4297) latitude< 35.045 35 8.008022e+10 155977.10  
##                              8594) sdrooms>=4.667819 19 1.384282e+10 135431.60 *
##                              8595) sdrooms< 4.667819 16 4.869303e+10 180375.00 *
##                          2149) longitude< -120.525 8 1.284458e+10 196150.00 *
##                        1075) population< 529.5 9 6.061532e+10 218277.80 *
##                     269) population< 237.5 8 1.159583e+11 338025.10 *
##                   135) latitude< 33.605 8 2.794966e+11 347800.40 *
##              17) medianIncome>=2.4187 1748 7.789670e+12 138852.60  
##                34) latitude>=34.455 1100 3.919012e+12 125499.50  
##                  68) longitude>=-121.695 696 1.189826e+12 107261.10  
##                   136) longitude>=-119.915 225 1.303636e+11  83179.11  
##                     272) latitude< 37.23 211 1.064963e+11  80825.59  
##                       544) latitude>=34.845 192 7.687962e+10  77998.96  
##                        1088) sdrooms< 5.654617 138 2.705156e+10  74917.39  
##                          2176) housingMedianAge>=27.5 68 1.025123e+10  69648.53 *
##                          2177) housingMedianAge< 27.5 70 1.307878e+10  80035.71 *
##                        1089) sdrooms>=5.654617 54 4.516866e+10  85874.07  
##                          2178) longitude>=-118.945 11 3.937605e+09  64263.64 *
##                          2179) longitude< -118.945 43 3.477979e+10  91402.33  
##                            4358) longitude< -119.685 11 3.205367e+09  75954.55 *
##                            4359) longitude>=-119.685 32 2.804712e+10  96712.50  
##                              8718) population>=659.5 24 1.154184e+10  90200.00  
##                               17436) population< 1264 12 1.586067e+09  77433.33 *
##                               17437) population>=1264 12 6.044067e+09 102966.70 *
##                              8719) population< 659.5 8 1.243366e+10 116250.00 *
##                       545) latitude< 34.845 19 1.258064e+10 109389.50 *
##                     273) latitude>=37.23 14 5.083995e+09 118650.00 *
##                   137) longitude< -119.915 471 8.666410e+11 118765.20  
##                     274) latitude>=35.845 432 5.630769e+11 113542.40  
##                       548) latitude>=39.315 41 2.630355e+10  87385.37  
##                        1096) population< 1088.5 32 1.336024e+10  80206.25  
##                          2192) longitude>=-121.555 23 6.866612e+09  73734.78  
##                            4384) medianIncome< 2.76565 16 2.828498e+09  67262.50 *
##                            4385) medianIncome>=2.76565 7 1.835874e+09  88528.57 *
##                          2193) longitude< -121.555 9 3.068782e+09  96744.44 *
##                        1097) population>=1088.5 9 5.429969e+09 112911.10 *
##                       549) latitude< 39.315 391 5.057802e+11 116285.20  
##                        1098) sdrooms< 6.027356 311 3.778234e+11 111653.10  
##                          2196) longitude>=-120.8 59 3.731302e+10  93003.39  
##                            4392) latitude< 37.815 37 1.501292e+10  80318.92  
##                              8784) medianIncome< 2.9758 27 5.454341e+09  75618.52 *
##                              8785) medianIncome>=2.9758 10 7.351409e+09  93010.00 *
##                            4393) latitude>=37.815 22 6.334851e+09 114336.40  
##                              8786) housingMedianAge>=20 10 1.819896e+09 102920.00 *
##                              8787) housingMedianAge< 20 12 2.125510e+09 123850.00 *
##                          2197) longitude< -120.8 252 3.151851e+11 116019.40  
##                            4394) latitude>=37.555 222 2.244559e+11 112232.40  
##                              8788) housingMedianAge>=34.5 78 4.575086e+10  96671.79  
##                               17576) latitude< 38.545 41 1.484213e+10  87365.85  
##                                 35152) latitude>=37.86 28 9.095649e+09  81042.86 *
##                                 35153) latitude< 37.86 13 2.215917e+09 100984.60 *
##                               17577) latitude>=38.545 37 2.342363e+10 106983.80  
##                                 35154) latitude>=38.615 19 9.649557e+09  93973.68 *
##                                 35155) latitude< 38.615 18 7.163425e+09 120716.70 *
##                              8789) housingMedianAge< 34.5 144 1.495885e+11 120661.10  
##                               17578) longitude< -121.275 80 6.795896e+10 113115.00  
##                                 35156) latitude>=38.715 12 3.215929e+09  88041.67 *
##                                 35157) latitude< 38.715 68 5.586766e+10 117539.70  
##                                   70314) latitude< 38.545 31 1.854876e+10 104658.10  
##                                    140628) population>=698.5 24 9.190565e+09  98125.00 *
##                                    140629) population< 698.5 7 4.821817e+09 127057.10 *
##                                   70315) latitude>=38.545 37 2.786500e+10 128332.40  
##                                    140630) longitude>=-121.315 9 2.246080e+09 112166.70 *
##                                    140631) longitude< -121.315 28 2.251094e+10 133528.60  
##                                      281262) population>=1100.5 21 1.301925e+10 127785.70  
##                                        562524) longitude< -121.345 10 1.765761e+09 113470.00 *
##                                        562525) longitude>=-121.345 11 7.341000e+09 140800.00 *
##                                      281263) population< 1100.5 7 6.721337e+09 150757.10 *
##                               17579) longitude>=-121.275 64 7.137962e+10 130093.80  
##                                 35158) sdrooms< 5.114486 26 1.597129e+10 114703.80  
##                                   70316) longitude>=-121.005 12 4.562889e+09 103941.70 *
##                                   70317) longitude< -121.005 14 8.827169e+09 123928.60 *
##                                 35159) sdrooms>=5.114486 38 4.503683e+10 140623.70  
##                                   70318) medianIncome>=2.6387 31 1.880304e+10 133383.90  
##                                    140636) housingMedianAge>=20.5 12 4.549842e+09 119475.00 *
##                                    140637) housingMedianAge< 20.5 19 1.046552e+10 142168.40 *
##                                   70319) medianIncome< 2.6387 7 1.741311e+10 172685.70 *
##                            4395) latitude< 37.555 30 6.398531e+10 144043.30  
##                              8790) longitude>=-121.36 17 2.904944e+10 122258.80 *
##                              8791) longitude< -121.36 13 1.631833e+10 172530.80 *
##                        1099) sdrooms>=6.027356 80 9.534266e+10 134292.50  
##                          2198) latitude< 38.935 59 6.502296e+10 128920.30  
##                            4396) sdbedrooms>=1.11676 47 4.102231e+10 121936.20  
##                              8792) longitude>=-120.215 9 3.500969e+09 106411.10 *
##                              8793) longitude< -120.215 38 3.483832e+10 125613.20  
##                               17586) housingMedianAge>=11.5 31 2.488970e+10 121393.50  
##                                 35172) sdbedrooms>=1.213289 18 1.256392e+10 111872.20 *
##                                 35173) sdbedrooms< 1.213289 13 8.434563e+09 134576.90 *
##                               17587) housingMedianAge< 11.5 7 6.952280e+09 144300.00 *
##                            4397) sdbedrooms< 1.11676 12 1.272872e+10 156275.00 *
##                          2199) latitude>=38.935 21 2.383305e+10 149385.70  
##                            4398) population>=702 10 1.085654e+10 127670.00 *
##                            4399) population< 702 11 3.973762e+09 169127.30 *
##                     275) latitude< 35.845 39 1.612493e+11 176617.90  
##                       550) latitude< 35.125 22 8.152333e+10 146018.20  
##                        1100) population>=1222.5 13 2.382007e+10 123661.50 *
##                        1101) population< 1222.5 9 4.182011e+10 178311.10 *
##                       551) latitude>=35.125 17 3.246800e+10 216217.60 *
##                  69) longitude< -121.695 404 2.098820e+12 156920.10  
##                   138) latitude>=37.905 230 5.010839e+11 122665.70  
##                     276) latitude>=38.865 116 7.322556e+10  97757.76  
##                       552) medianIncome< 2.56085 27 5.386467e+09  81422.22 *
##                       553) medianIncome>=2.56085 89 5.844838e+10 102713.50  
##                        1106) longitude>=-122.91 45 1.863972e+10  95364.44  
##                          2212) housingMedianAge>=15.5 33 1.082641e+10  89790.91 *
##                          2213) housingMedianAge< 15.5 12 3.969109e+09 110691.70 *
##                        1107) longitude< -122.91 44 3.489267e+10 110229.50  
##                          2214) latitude>=39.605 26 1.568954e+10  98600.00  
##                            4428) medianIncome< 2.95865 17 6.215822e+09  87247.06 *
##                            4429) medianIncome>=2.95865 9 3.143822e+09 120044.40 *
##                          2215) latitude< 39.605 18 1.060748e+10 127027.80 *
##                     277) latitude< 38.865 114 2.826623e+11 148010.50  
##                       554) longitude>=-122.38 75 1.210695e+11 130696.00  
##                        1108) housingMedianAge>=32.5 45 4.546374e+10 119004.40  
##                          2216) latitude< 38.28 35 1.595727e+10 112708.60  
##                            4432) longitude>=-122.085 9 1.912700e+09  98866.67 *
##                            4433) longitude< -122.085 26 1.172328e+10 117500.00  
##                              8866) population>=998.5 14 7.558600e+08 108900.00 *
##                              8867) population< 998.5 12 8.723967e+09 127533.30 *
##                          2217) latitude>=38.28 10 2.326348e+10 141040.00 *
##                        1109) housingMedianAge< 32.5 30 6.022787e+10 148233.30  
##                          2218) latitude>=37.98 22 3.751385e+10 138081.80  
##                            4436) sdrooms>=4.970402 9 1.105478e+10 120644.40 *
##                            4437) sdrooms< 4.970402 13 2.182797e+10 150153.80 *
##                          2219) latitude< 37.98 8 1.421212e+10 176150.00 *
##                       555) longitude< -122.38 39 9.586895e+10 181307.70  
##                        1110) longitude< -122.675 24 2.966517e+10 162412.50  
##                          2220) sdbedrooms>=1.040139 14 4.167549e+09 146007.10 *
##                          2221) sdbedrooms< 1.040139 10 1.645466e+10 185380.00 *
##                        1111) longitude>=-122.675 15 4.392522e+10 211540.00 *
##                   139) latitude< 37.905 174 9.711324e+11 202198.90  
##                     278) longitude>=-122.455 165 7.858430e+11 195758.20  
##                       556) latitude>=37.345 113 5.660091e+11 183358.40  
##                        1112) latitude< 37.855 96 3.115100e+11 173228.10  
##                          2224) longitude>=-122.295 81 1.923053e+11 163924.70  
##                            4448) medianIncome< 2.9719 59 1.314207e+11 154172.90  
##                              8896) longitude< -122.155 38 7.376567e+10 140660.50  
##                               17792) latitude< 37.765 10 8.610329e+09 108910.00 *
##                               17793) latitude>=37.765 28 5.147404e+10 152000.00  
##                                 35586) sdbedrooms>=1.058095 18 1.005212e+10 137550.00 *
##                                 35587) sdbedrooms< 1.058095 10 3.089827e+10 178010.00 *
##                              8897) longitude>=-122.155 21 3.816200e+10 178623.80  
##                               17794) sdbedrooms< 1.110623 12 1.162489e+10 158458.30 *
##                               17795) sdbedrooms>=1.110623 9 1.515101e+10 205511.10 *
##                            4449) medianIncome>=2.9719 22 4.022680e+10 190077.30  
##                              8898) longitude>=-122.205 14 1.326121e+10 171092.90 *
##                              8899) longitude< -122.205 8 1.308988e+10 223300.00 *
##                          2225) longitude< -122.295 15 7.433521e+10 223466.70 *
##                        1113) latitude>=37.855 17 1.890138e+11 240564.70 *
##                       557) latitude< 37.345 52 1.647040e+11 222703.80  
##                        1114) longitude>=-121.835 15 2.232648e+10 178840.00 *
##                        1115) longitude< -121.835 37 1.018168e+11 240486.50  
##                          2230) sdbedrooms< 1.174384 30 5.803056e+10 230516.70  
##                            4460) sdbedrooms>=1.074166 15 2.210253e+10 210306.70 *
##                            4461) sdbedrooms< 1.074166 15 2.367471e+10 250726.70 *
##                          2231) sdbedrooms>=1.174384 7 2.802465e+10 283214.30 *
##                     279) longitude< -122.455 9 5.296086e+10 320277.90 *
##                35) latitude< 34.455 648 3.341569e+12 161520.10  
##                  70) longitude>=-118.315 550 1.901988e+12 148033.50  
##                   140) longitude>=-117.775 336 9.346254e+11 131056.50  
##                     280) latitude>=33.205 213 3.328467e+11 114567.10  
##                       560) sdbedrooms< 1.467685 202 1.689110e+11 110790.60  
##                        1120) longitude>=-117.575 159 1.038849e+11 106132.10  
##                          2240) latitude>=33.9 96 3.301252e+10  97852.08  
##                            4480) longitude>=-116.93 12 1.050747e+09  74766.67 *
##                            4481) longitude< -116.93 84 2.465293e+10 101150.00  
##                              8962) housingMedianAge>=33.5 23 8.145575e+09  90639.13  
##                               17924) latitude>=34.055 15 1.476649e+09  82026.67 *
##                               17925) latitude< 34.055 8 3.470149e+09 106787.50 *
##                              8963) housingMedianAge< 33.5 61 1.300827e+10 105113.10 *
##                          2241) latitude< 33.9 63 5.426168e+10 118749.20  
##                            4482) longitude>=-116.505 15 7.417209e+09  91906.67 *
##                            4483) longitude< -116.505 48 3.265919e+10 127137.50  
##                              8966) sdrooms< 4.990807 11 3.161007e+09 106845.50 *
##                              8967) sdrooms>=4.990807 37 2.362216e+10 133170.30  
##                               17934) longitude< -116.91 30 1.902031e+10 128903.30  
##                                 35868) medianIncome< 2.5788 7 3.513914e+09 115528.60 *
##                                 35869) medianIncome>=2.5788 23 1.387310e+10 132973.90  
##                                   71738) longitude< -117.235 12 4.672102e+09 123525.00 *
##                                   71739) longitude>=-117.235 11 6.960836e+09 143281.80 *
##                               17935) longitude>=-116.91 7 1.714777e+09 151457.10 *
##                        1121) longitude< -117.575 43 4.881638e+10 128016.30  
##                          2242) sdbedrooms>=1.027702 36 2.767873e+10 120452.80  
##                            4484) latitude< 34.055 14 1.728677e+10 107528.60 *
##                            4485) latitude>=34.055 22 6.565339e+09 128677.30 *
##                          2243) sdbedrooms< 1.027702 7 8.486829e+09 166914.30 *
##                       561) sdbedrooms>=1.467685 11 1.081495e+11 183918.20 *
##                     281) latitude< 33.205 123 4.435723e+11 159611.40  
##                       562) longitude>=-117.145 94 1.429746e+11 140284.00  
##                        1124) longitude>=-116.475 8 1.230189e+09  76912.50 *
##                        1125) longitude< -116.475 86 1.066282e+11 146179.10  
##                          2250) medianIncome< 3.0854 75 7.461974e+10 142100.00  
##                            4500) latitude< 32.755 37 3.439592e+10 133529.70  
##                              9000) longitude>=-117.11 30 1.162885e+10 126380.00  
##                               18000) sdrooms>=5.198011 7 9.876771e+08 110957.10 *
##                               18001) sdrooms< 5.198011 23 8.469364e+09 131073.90  
##                                 36002) housingMedianAge>=30.5 11 1.492116e+09 121481.80 *
##                                 36003) housingMedianAge< 30.5 12 5.037407e+09 139866.70 *
##                              9001) longitude< -117.11 7 1.466111e+10 164171.40 *
##                            4501) latitude>=32.755 38 3.486007e+10 150444.70  
##                              9002) latitude>=32.795 24 2.405939e+10 139187.50  
##                               18004) longitude< -116.925 16 1.201073e+10 127268.80 *
##                               18005) longitude>=-116.925 8 5.229935e+09 163025.00 *
##                              9003) latitude< 32.795 14 2.545434e+09 169742.90 *
##                          2251) medianIncome>=3.0854 11 2.225203e+10 173990.90 *
##                       563) longitude< -117.145 29 1.516688e+11 222258.60  
##                        1126) housingMedianAge< 28 17 2.207206e+10 184758.80 *
##                        1127) housingMedianAge>=28 12 7.182394e+10 275383.30 *
##                   141) longitude< -117.775 214 7.184739e+11 174688.80  
##                     282) latitude>=33.7 207 4.387227e+11 169047.80  
##                       564) longitude< -118.155 97 2.418761e+11 149052.60  
##                        1128) latitude< 34.095 89 1.657839e+11 142233.70  
##                          2256) latitude>=33.85 81 7.161824e+10 134414.80  
##                            4512) latitude>=33.885 69 4.663651e+10 129252.20  
##                              9024) latitude< 33.955 35 1.232804e+10 116288.60  
##                               18048) longitude>=-118.285 28 6.141932e+09 111425.00 *
##                               18049) longitude< -118.285 7 2.874497e+09 135742.90 *
##                              9025) latitude>=33.955 34 2.237163e+10 142597.10  
##                               18050) longitude< -118.275 11 3.369909e+09 121190.90 *
##                               18051) longitude>=-118.275 23 1.155061e+10 152834.80  
##                                 36102) longitude>=-118.195 10 1.485629e+09 135810.00 *
##                                 36103) longitude< -118.195 13 4.936988e+09 165930.80 *
##                            4513) latitude< 33.885 12 1.256816e+10 164100.00 *
##                          2257) latitude< 33.85 8 3.907528e+10 221400.00 *
##                        1129) latitude>=34.095 8 2.591615e+10 224912.50 *
##                       565) longitude>=-118.155 110 1.238668e+11 186680.00  
##                        1130) longitude>=-118.085 69 7.495861e+10 176547.80  
##                          2260) latitude>=33.925 45 4.338122e+10 170304.40  
##                            4520) longitude>=-118.005 24 1.311599e+10 159370.80  
##                              9040) longitude< -117.915 16 2.960810e+09 149275.00 *
##                              9041) longitude>=-117.915 8 5.262739e+09 179562.50 *
##                            4521) longitude< -118.005 21 2.411726e+10 182800.00  
##                              9042) latitude< 34.065 12 7.016790e+09 165050.00 *
##                              9043) latitude>=34.065 9 8.278720e+09 206466.70 *
##                          2261) latitude< 33.925 24 2.653438e+10 188254.20  
##                            4522) latitude< 33.775 8 1.221980e+09 168450.00 *
##                            4523) latitude>=33.775 16 2.060594e+10 198156.20 *
##                        1131) longitude< -118.085 41 2.990337e+10 203731.70  
##                          2262) sdrooms< 4.922407 30 1.565752e+10 196073.30  
##                            4524) latitude< 34.065 20 1.050325e+10 190280.00 *
##                            4525) latitude>=34.065 10 3.140504e+09 207660.00 *
##                          2263) sdrooms>=4.922407 11 7.687636e+09 224618.20 *
##                     283) latitude< 33.7 7 7.838220e+10 341500.10 *
##                  71) longitude< -118.315 98 7.781003e+11 237210.20  
##                   142) population>=953.5 66 3.164145e+11 212536.40  
##                     284) longitude>=-118.355 18 3.450526e+10 169266.70 *
##                     285) longitude< -118.355 48 2.355707e+11 228762.50  
##                       570) latitude>=34.17 36 5.612908e+10 205022.20  
##                        1140) longitude>=-119.23 29 3.643840e+10 195431.00  
##                          2280) latitude>=34.245 13 1.378426e+10 177115.40 *
##                          2281) latitude< 34.245 16 1.474980e+10 210312.50 *
##                        1141) longitude< -119.23 7 5.970897e+09 244757.10 *
##                       571) latitude< 34.17 12 9.828306e+10 299983.30 *
##                   143) population< 953.5 32 3.386322e+11 288100.10  
##                     286) housingMedianAge< 50.5 25 1.426795e+11 256036.00  
##                       572) sdrooms>=4.650189 18 6.673878e+10 229844.40 *
##                       573) sdrooms< 4.650189 7 3.184083e+10 323385.70 *
##                     287) housingMedianAge>=50.5 7 7.845514e+10 402614.60 *
##             9) sdrooms< 4.335204 2399 1.638787e+13 163022.70  
##              18) medianIncome< 2.2292 1232 6.799665e+12 135451.50  
##                36) sdrooms>=3.399116 818 2.639512e+12 115794.10  
##                  72) medianIncome< 1.83635 443 1.314153e+12 102255.50  
##                   144) longitude>=-121.65 383 7.821217e+11  97102.87  
##                     288) latitude>=35.305 145 1.212395e+11  72493.10  
##                       576) longitude>=-121 80 1.080701e+10  57316.25  
##                        1152) latitude< 37.015 66 4.293086e+09  54025.76 *
##                        1153) latitude>=37.015 14 2.430469e+09  72828.57 *
##                       577) longitude< -121 65 6.932625e+10  91172.31  
##                        1154) medianIncome>=1.6097 25 9.261162e+09  75152.00  
##                          2308) medianIncome< 1.727 15 3.011037e+09  65253.33 *
##                          2309) medianIncome>=1.727 10 2.575740e+09  90000.00 *
##                        1155) medianIncome< 1.6097 40 4.963867e+10 101185.00  
##                          2310) sdrooms< 4.170703 33 2.739249e+10  95196.97  
##                            4620) sdrooms>=3.675812 20 1.497561e+10  86420.00  
##                              9240) sdbedrooms< 1.116226 12 3.956177e+09  77183.33 *
##                              9241) sdbedrooms>=1.116226 8 8.459955e+09 100275.00 *
##                            4621) sdrooms< 3.675812 13 8.505860e+09 108700.00 *
##                          2311) sdrooms>=4.170703 7 1.548467e+10 129414.30 *
##                     289) latitude< 35.305 238 5.195617e+11 112096.20  
##                       578) longitude>=-118.295 204 2.992173e+11 105675.00  
##                        1156) longitude>=-117.35 79 6.408319e+10  92001.27  
##                          2312) latitude>=32.785 38 2.104229e+10  78797.37  
##                            4624) medianIncome< 1.66605 24 3.582956e+09  69862.50 *
##                            4625) medianIncome>=1.66605 14 1.225886e+10  94114.29 *
##                          2313) latitude< 32.785 41 3.027560e+10 104239.00  
##                            4626) latitude< 32.715 26 5.626003e+09  93442.31 *
##                            4627) latitude>=32.715 15 1.636542e+10 122953.30 *
##                        1157) longitude< -117.35 125 2.110283e+11 114316.80  
##                          2314) sdbedrooms< 1.197086 118 9.611264e+10 110233.90  
##                            4628) housingMedianAge>=23.5 105 5.535947e+10 104887.60  
##                              9256) latitude< 34.005 82 3.686738e+10 100854.90  
##                               18512) housingMedianAge< 27.5 10 3.828969e+09  79310.00 *
##                               18513) housingMedianAge>=27.5 72 2.775190e+10 103847.20  
##                                 37026) latitude>=33.905 63 1.045904e+10  99566.67 *
##                                 37027) latitude< 33.905 9 8.057989e+09 133811.10 *
##                              9257) latitude>=34.005 23 1.240407e+10 119265.20  
##                               18514) medianIncome< 1.64585 16 5.748638e+09 109112.50 *
##                               18515) medianIncome>=1.64585 7 1.236494e+09 142471.40 *
##                            4629) housingMedianAge< 23.5 13 1.351166e+10 153415.40 *
##                          2315) sdbedrooms>=1.197086 7 7.978942e+10 183142.90 *
##                       579) longitude< -118.295 34 1.614651e+11 150623.50  
##                        1158) sdrooms>=3.95904 12 9.129357e+09 105083.30 *
##                        1159) sdrooms< 3.95904 22 1.138741e+11 175463.60  
##                          2318) sdbedrooms< 1.086562 15 2.589310e+10 157100.00 *
##                          2319) sdbedrooms>=1.086562 7 7.208335e+10 214814.30 *
##                   145) longitude< -121.65 60 4.569534e+11 135146.70  
##                     290) latitude>=38.62 15 7.351884e+09  76520.00 *
##                     291) latitude< 38.62 45 3.808598e+11 154688.90  
##                       582) longitude>=-122.435 37 2.409405e+11 139086.50  
##                        1164) longitude< -121.915 30 6.488319e+10 118636.70  
##                          2328) housingMedianAge< 38.5 13 1.575442e+10 102415.40 *
##                          2329) housingMedianAge>=38.5 17 4.309226e+10 131041.20 *
##                        1165) longitude>=-121.915 7 1.097435e+11 226728.60 *
##                       583) longitude< -122.435 8 8.925442e+10 226850.00 *
##                  73) medianIncome>=1.83635 375 1.148236e+12 131787.70  
##                   146) sdbedrooms< 1.182901 360 8.864081e+11 129203.30  
##                     292) longitude>=-121.83 318 7.037143e+11 125088.70  
##                       584) latitude>=35.325 59 4.788307e+10  84689.83  
##                        1168) longitude>=-121.32 40 2.232668e+10  73920.00  
##                          2336) latitude< 37.145 20 4.466422e+09  61670.00 *
##                          2337) latitude>=37.145 20 1.185776e+10  86170.00  
##                            4674) sdrooms< 4.040481 8 2.229739e+09  70737.50 *
##                            4675) sdrooms>=4.040481 12 6.452529e+09  96458.33 *
##                        1169) longitude< -121.32 19 1.114930e+10 107363.20 *
##                       585) latitude< 35.325 259 5.376040e+11 134291.50  
##                        1170) longitude>=-117.82 95 9.744907e+10 114656.80  
##                          2340) longitude>=-116.935 7 4.388274e+09  73528.57 *
##                          2341) longitude< -116.935 88 8.027818e+10 117928.40  
##                            4682) latitude>=33.99 17 4.958040e+09  93600.00 *
##                            4683) latitude< 33.99 71 6.284916e+10 123753.50  
##                              9366) longitude>=-117.135 55 2.636659e+10 116836.40  
##                               18732) longitude< -117.095 28 1.461929e+10 108796.40  
##                                 37464) medianIncome< 2.1038 17 5.507751e+09  98076.47 *
##                                 37465) medianIncome>=2.1038 11 4.138745e+09 125363.60 *
##                               18733) longitude>=-117.095 27 8.060392e+09 125174.10  
##                                 37466) latitude>=32.655 17 4.111281e+09 117441.20 *
##                                 37467) latitude< 32.655 10 1.204396e+09 138320.00 *
##                              9367) longitude< -117.135 16 2.480489e+10 147531.20 *
##                        1171) longitude< -117.82 164 3.823152e+11 145665.20  
##                          2342) latitude>=33.755 157 3.309375e+11 142315.90  
##                            4684) sdrooms>=3.862961 72 1.521090e+11 128851.40  
##                              9368) latitude< 33.985 24 1.517458e+10 111608.30  
##                               18736) longitude< -118.225 17 3.224329e+09 102294.10 *
##                               18737) longitude>=-118.225 7 6.893694e+09 134228.60 *
##                              9369) latitude>=33.985 48 1.262308e+11 137472.90  
##                               18738) latitude>=34.44 12 4.318042e+10 107183.30 *
##                               18739) latitude< 34.44 36 6.837106e+10 147569.40  
##                                 37478) longitude>=-118.325 27 2.137575e+10 136851.90  
##                                   74956) latitude< 34.035 13 2.797669e+09 115892.30 *
##                                   74957) latitude>=34.035 14 7.564137e+09 156314.30 *
##                                 37479) longitude< -118.325 9 3.458970e+10 179722.20 *
##                            4685) sdrooms< 3.862961 85 1.547185e+11 153721.20  
##                              9370) latitude< 34.08 69 8.595554e+10 146794.20  
##                               18740) longitude< -118.185 48 4.768522e+10 137020.80  
##                                 37480) longitude>=-118.285 39 2.650087e+10 131392.30  
##                                   74960) longitude< -118.215 15 9.507880e+09 116400.00 *
##                                   74961) longitude>=-118.215 24 1.151424e+10 140762.50 *
##                                 37481) longitude< -118.285 9 1.459485e+10 161411.10 *
##                               18741) longitude>=-118.185 21 2.320565e+10 169133.30  
##                                 37482) latitude< 34.015 14 1.473044e+10 161578.60 *
##                                 37483) latitude>=34.015 7 6.078077e+09 184242.90 *
##                              9371) latitude>=34.08 16 5.117421e+10 183593.80 *
##                          2343) latitude< 33.755 7 1.011491e+10 220785.70 *
##                     293) longitude< -121.83 42 1.365465e+11 160357.10  
##                       586) housingMedianAge< 30 18 2.969279e+10 137905.60 *
##                       587) housingMedianAge>=30 24 9.097539e+10 177195.80  
##                        1174) population< 977 17 2.481650e+10 150841.20 *
##                        1175) population>=977 7 2.567550e+10 241200.00 *
##                   147) sdbedrooms>=1.182901 15 2.017160e+11 193813.30 *
##                37) sdrooms< 3.399116 414 3.219535e+12 174291.30  
##                  74) sdbedrooms< 1.026964 149 5.438247e+11 143230.20  
##                   148) sdrooms>=2.666605 103 2.464194e+11 132700.00  
##                     296) medianIncome< 1.40575 27 4.101373e+10 103851.90  
##                       592) sdrooms>=3.261364 7 3.353554e+09  75271.43 *
##                       593) sdrooms< 3.261364 20 2.994103e+10 113855.00  
##                        1186) sdrooms< 2.908284 9 8.053680e+09  87633.33 *
##                        1187) sdrooms>=2.908284 11 1.063611e+10 135309.10 *
##                     297) medianIncome>=1.40575 76 1.749531e+11 142948.70  
##                       594) sdbedrooms< 0.8562551 8 1.246120e+10  96075.00 *
##                       595) sdbedrooms>=0.8562551 68 1.428469e+11 148463.20  
##                        1190) latitude< 34.075 47 3.504912e+10 138553.20  
##                          2380) sdbedrooms>=0.998994 22 1.468740e+10 123609.10  
##                            4760) latitude< 33.94 7 5.035974e+09 103871.40 *
##                            4761) latitude>=33.94 15 5.651784e+09 132820.00 *
##                          2381) sdbedrooms< 0.998994 25 1.112495e+10 151704.00  
##                            4762) medianIncome< 1.88545 7 1.269517e+09 132857.10 *
##                            4763) medianIncome>=1.88545 18 6.402060e+09 159033.30 *
##                        1191) latitude>=34.075 21 9.285131e+10 170642.90  
##                          2382) population< 1343 11 2.249966e+10 143381.80 *
##                          2383) population>=1343 10 5.318456e+10 200630.00 *
##                   149) sdrooms< 2.666605 46 2.604107e+11 166808.70  
##                     298) sdbedrooms< 0.9259768 16 2.622513e+10 123268.80 *
##                     299) sdbedrooms>=0.9259768 30 1.876770e+11 190030.00  
##                       598) housingMedianAge< 45.5 21 2.971067e+10 168095.20  
##                        1196) medianIncome< 1.81405 12 1.918212e+10 156825.00 *
##                        1197) medianIncome>=1.81405 9 6.972036e+09 183122.20 *
##                       599) housingMedianAge>=45.5 9 1.242868e+11 241211.20 *
##                  75) sdbedrooms>=1.026964 265 2.451129e+12 191755.90  
##                   150) latitude< 34.015 69 2.024773e+11 143101.40  
##                     300) longitude>=-117.145 11 1.096262e+10  97627.27 *
##                     301) longitude< -117.145 58 1.644538e+11 151725.90  
##                       602) latitude>=33.72 49 5.613325e+10 143802.00  
##                        1204) medianIncome< 1.4943 17 2.063582e+10 129717.60 *
##                        1205) medianIncome>=1.4943 32 3.033360e+10 151284.40  
##                          2410) sdrooms< 3.156492 12 6.508449e+09 132758.30 *
##                          2411) sdrooms>=3.156492 20 1.723544e+10 162400.00 *
##                       603) latitude< 33.72 9 8.849378e+10 194866.70 *
##                   151) latitude>=34.015 196 2.027809e+12 208884.20  
##                     302) latitude>=37.915 13 2.296092e+10 102476.90 *
##                     303) latitude< 37.915 183 1.847199e+12 216443.20  
##                       606) medianIncome>=0.9109 166 1.388759e+12 210438.00  
##                        1212) longitude>=-122.415 156 1.256103e+12 205834.60  
##                          2424) latitude>=35.315 35 3.120084e+11 173808.60  
##                            4848) longitude>=-121.87 9 1.934428e+10 103444.40 *
##                            4849) longitude< -121.87 26 2.326795e+11 198165.40  
##                              9698) sdbedrooms>=1.063492 17 1.443414e+11 173294.10 *
##                              9699) sdbedrooms< 1.063492 9 5.795896e+10 245144.40 *
##                          2425) latitude< 35.315 121 8.978121e+11 215098.40  
##                            4850) longitude>=-118.305 80 5.204325e+11 197176.30  
##                              9700) latitude< 34.055 30 1.171021e+11 173403.30  
##                               19400) housingMedianAge>=31.5 19 7.931174e+10 156973.70 *
##                               19401) housingMedianAge< 31.5 11 2.380294e+10 201781.80 *
##                              9701) latitude>=34.055 50 3.762030e+11 211440.00  
##                               19402) population>=898.5 43 2.529623e+11 198388.40  
##                                 38804) sdbedrooms< 1.111624 30 7.965313e+10 180036.70  
##                                   77608) latitude< 34.065 11 3.445456e+10 141800.00 *
##                                   77609) latitude>=34.065 19 1.980520e+10 202173.70 *
##                                 38805) sdbedrooms>=1.111624 13 1.398897e+11 240738.50 *
##                               19403) population< 898.5 7 7.092037e+10 291614.40 *
##                            4851) longitude< -118.305 41 3.015447e+11 250068.30  
##                              9702) latitude>=34.125 15 4.811209e+10 205226.70 *
##                              9703) latitude< 34.125 26 2.058701e+11 275938.50  
##                               19406) housingMedianAge>=35.5 8 2.969048e+10 224137.50 *
##                               19407) housingMedianAge< 35.5 18 1.451721e+11 298961.20 *
##                        1213) longitude< -122.415 10 7.778090e+10 282250.00 *
##                       607) medianIncome< 0.9109 17 3.939976e+11 275082.50 *
##              19) medianIncome>=2.2292 1167 7.662980e+12 192129.60  
##                38) longitude>=-122.375 1099 6.078725e+12 185540.40  
##                  76) longitude>=-118.265 562 1.286740e+12 165407.10  
##                   152) longitude>=-117.145 64 1.825933e+11 132101.60  
##                     304) sdbedrooms>=0.9541937 57 4.021368e+10 125887.70  
##                       608) longitude>=-117.125 47 2.500960e+10 120151.10  
##                        1216) latitude>=32.875 9 3.278742e+09 102255.60 *
##                        1217) latitude< 32.875 38 1.816598e+10 124389.50  
##                          2434) medianIncome< 2.56985 27 9.030707e+09 118511.10 *
##                          2435) medianIncome>=2.56985 11 5.912216e+09 138818.20 *
##                       609) longitude< -117.125 10 6.387705e+09 152850.00 *
##                     305) sdbedrooms< 0.9541937 7 1.222572e+11 182700.10 *
##                   153) longitude< -117.145 498 1.024030e+12 169687.30  
##                     306) latitude>=33.715 432 6.039640e+11 162773.60  
##                       612) longitude>=-117.825 32 1.938168e+10 117600.00  
##                        1224) longitude>=-117.555 9 1.545189e+09  97588.89 *
##                        1225) longitude< -117.555 23 1.282223e+10 125430.40 *
##                       613) longitude< -117.825 400 5.140573e+11 166387.50  
##                        1226) latitude< 34.075 307 3.750145e+11 161623.80  
##                          2452) latitude>=33.855 215 1.452585e+11 153829.30  
##                            4904) longitude< -118.155 127 8.269845e+10 144618.90  
##                              9808) latitude< 33.945 39 2.475513e+10 130966.70  
##                               19616) longitude< -118.215 12 3.777429e+09 105691.70 *
##                               19617) longitude>=-118.215 27 9.904720e+09 142200.00  
##                                 39234) latitude>=33.88 20 6.820530e+09 136205.00 *
##                                 39235) latitude< 33.88 7 3.116743e+08 159328.60 *
##                              9809) latitude>=33.945 88 4.745291e+10 150669.30  
##                               19618) sdrooms>=2.988796 81 3.414415e+10 147993.80  
##                                 39236) latitude>=33.985 51 1.598885e+10 141005.90  
##                                   78472) population< 1048.5 13 4.798768e+09 130169.20 *
##                                   78473) population>=1048.5 38 9.141183e+09 144713.20  
##                                    156946) housingMedianAge>=30.5 30 5.060274e+09 140956.70 *
##                                    156947) housingMedianAge< 30.5 8 2.070060e+09 158800.00 *
##                                 39237) latitude< 33.985 30 1.143122e+10 159873.30 *
##                               19619) sdrooms< 2.988796 7 6.019614e+09 181628.60 *
##                            4905) longitude>=-118.155 88 3.623817e+10 167121.60  
##                              9810) longitude>=-118.085 42 1.592914e+10 159695.20  
##                               19620) housingMedianAge>=22 32 8.077455e+09 155862.50 *
##                               19621) housingMedianAge< 22 10 5.877364e+09 171960.00 *
##                              9811) longitude< -118.085 46 1.587779e+10 173902.20  
##                               19622) latitude< 34.025 32 7.168820e+09 166953.10 *
##                               19623) latitude>=34.025 14 3.631697e+09 189785.70 *
##                          2453) latitude< 33.855 92 1.861684e+11 179839.10  
##                            4906) latitude< 33.755 19 9.566087e+09 153752.60 *
##                            4907) latitude>=33.755 73 1.603074e+11 186628.80  
##                              9814) latitude>=33.775 53 7.152735e+10 179101.90  
##                               19628) sdbedrooms>=0.996 45 3.478184e+10 174268.90  
##                                 39256) sdrooms< 3.594682 7 4.507200e+08 150100.00 *
##                                 39257) sdrooms>=3.594682 38 2.948894e+10 178721.10  
##                                   78514) latitude>=33.815 20 1.327925e+10 171465.00 *
##                                   78515) latitude< 33.815 18 1.398668e+10 186783.30 *
##                               19629) sdbedrooms< 0.996 8 2.978195e+10 206287.50 *
##                              9815) latitude< 33.775 20 7.782038e+10 206575.00  
##                               19630) sdrooms>=3.873959 9 2.355890e+10 186477.80 *
##                               19631) sdrooms< 3.873959 11 4.765224e+10 223018.20 *
##                        1227) latitude>=34.075 93 1.090783e+11 182112.90  
##                          2454) medianIncome< 2.66675 51 4.603935e+10 169870.60  
##                            4908) longitude>=-118.235 39 2.244586e+10 162643.60  
##                              9816) sdrooms< 4.138742 30 1.046133e+10 158003.30 *
##                              9817) sdrooms>=4.138742 9 9.185369e+09 178111.10 *
##                            4909) longitude< -118.235 12 1.493645e+10 193358.30 *
##                          2455) medianIncome>=2.66675 42 4.611383e+10 196978.60  
##                            4910) latitude< 34.125 25 1.787257e+10 187172.00  
##                              9820) longitude< -118.165 9 1.429529e+09 163688.90 *
##                              9821) longitude>=-118.165 16 8.688184e+09 200381.20 *
##                            4911) latitude>=34.125 17 2.230142e+10 211400.00 *
##                     307) latitude< 33.715 66 2.642562e+11 214940.90  
##                       614) population>=767.5 47 9.218788e+10 198523.40  
##                        1228) medianIncome< 2.6852 19 3.370136e+10 176000.00 *
##                        1229) medianIncome>=2.6852 28 4.230716e+10 213807.10  
##                          2458) longitude>=-117.205 7 1.460280e+10 189000.00 *
##                          2459) longitude< -117.205 21 2.196068e+10 222076.20  
##                            4918) housingMedianAge< 24.5 10 5.892976e+09 201920.00 *
##                            4919) housingMedianAge>=24.5 11 8.311600e+09 240400.00 *
##                       615) population< 767.5 19 1.280632e+11 255552.60 *
##                  77) longitude< -118.265 537 4.325767e+12 206611.00  
##                   154) latitude>=34.775 233 1.195248e+12 171491.40  
##                     308) longitude>=-121.765 66 1.127532e+11 113633.30  
##                       616) sdbedrooms< 1.003823 27 2.483347e+10  93614.81  
##                        1232) population< 1197 20 1.615457e+10  86060.00 *
##                        1233) population>=1197 7 4.275960e+09 115200.00 *
##                       617) sdbedrooms>=1.003823 39 6.960891e+10 127492.30  
##                        1234) latitude>=36.325 27 3.463409e+10 119155.60  
##                          2468) longitude>=-121.315 9 5.168776e+09  85777.78 *
##                          2469) longitude< -121.315 18 1.442528e+10 135844.40 *
##                        1235) latitude< 36.325 12 2.887607e+10 146250.00 *
##                     309) longitude< -121.765 167 7.742390e+11 194357.50  
##                       618) latitude>=37.59 88 2.789985e+11 168415.90  
##                        1236) longitude>=-122.235 43 5.937161e+10 149597.70  
##                          2472) longitude< -122.16 15 6.491149e+09 112926.70 *
##                          2473) longitude>=-122.16 28 2.190289e+10 169242.90  
##                            4946) housingMedianAge< 24 8 3.387055e+09 146525.00 *
##                            4947) housingMedianAge>=24 20 1.273550e+10 178330.00  
##                              9894) population>=1404.5 7 2.432340e+09 163800.00 *
##                              9895) population< 1404.5 13 8.029552e+09 186153.80 *
##                        1237) longitude< -122.235 45 1.898488e+11 186397.80  
##                          2474) longitude< -122.275 19 2.971586e+10 147863.20 *
##                          2475) longitude>=-122.275 26 1.113021e+11 214557.70  
##                            4950) medianIncome< 2.68005 17 6.455454e+10 190411.80 *
##                            4951) medianIncome>=2.68005 9 1.811448e+10 260166.70 *
##                       619) latitude< 37.59 79 3.700518e+11 223254.40  
##                        1238) longitude>=-121.935 46 6.258045e+10 190780.40  
##                          2476) longitude>=-121.875 20 2.327768e+10 170125.00  
##                            4952) sdbedrooms>=1.036055 10 1.015778e+10 151320.00 *
##                            4953) sdbedrooms< 1.036055 10 6.047341e+09 188930.00 *
##                          2477) longitude< -121.875 26 2.420604e+10 206669.20  
##                            4954) population>=1300 9 2.942649e+09 186388.90 *
##                            4955) population< 1300 17 1.560207e+10 217405.90 *
##                        1239) longitude< -121.935 33 1.913418e+11 268521.20  
##                          2478) population>=1625 8 1.654486e+10 204362.50 *
##                          2479) population< 1625 25 1.313283e+11 289052.00  
##                            4958) sdbedrooms< 1.044524 15 2.564659e+10 259233.30 *
##                            4959) sdbedrooms>=1.044524 10 7.233841e+10 333780.10 *
##                   155) latitude< 34.775 304 2.622879e+12 233528.30  
##                     310) longitude>=-118.385 180 9.457771e+11 209617.80  
##                       620) latitude< 34.045 86 2.048836e+11 177903.50  
##                        1240) latitude>=33.925 50 1.207300e+11 159394.00  
##                          2480) longitude>=-118.315 10 1.319956e+09 107620.00 *
##                          2481) longitude< -118.315 40 8.590325e+10 172337.50  
##                            4962) longitude>=-118.365 30 3.369453e+10 160723.30  
##                              9924) sdbedrooms< 1.04425 12 2.089029e+09 149258.30 *
##                              9925) sdbedrooms>=1.04425 18 2.897658e+10 168366.70 *
##                            4963) longitude< -118.365 10 3.602206e+10 207180.00 *
##                        1241) latitude< 33.925 36 4.323178e+10 203611.10  
##                          2482) longitude>=-118.305 19 1.994510e+10 184568.40 *
##                          2483) longitude< -118.305 17 8.696389e+09 224894.10 *
##                       621) latitude>=34.045 94 5.752579e+11 238633.00  
##                        1242) latitude>=34.165 28 1.097248e+10 186100.00  
##                          2484) latitude>=34.205 8 9.830200e+08 166650.00 *
##                          2485) latitude< 34.205 20 5.752472e+09 193880.00 *
##                        1243) latitude< 34.165 66 4.542312e+11 260919.70  
##                          2486) longitude>=-118.305 35 6.947961e+10 224151.40  
##                            4972) housingMedianAge>=28.5 25 3.510834e+10 212000.00  
##                              9944) latitude< 34.095 17 1.392384e+10 196964.70 *
##                              9945) latitude>=34.095 8 9.175060e+09 243950.00 *
##                            4973) housingMedianAge< 28.5 10 2.145126e+10 254530.00 *
##                          2487) longitude< -118.305 31 2.840126e+11 302432.40  
##                            4974) latitude>=34.075 20 6.254153e+10 273135.00  
##                              9948) sdrooms< 3.532884 13 3.634459e+10 250038.50 *
##                              9949) sdrooms>=3.532884 7 6.383074e+09 316028.60 *
##                            4975) latitude< 34.075 11 1.730922e+11 355700.30 *
##                     311) longitude< -118.385 124 1.424810e+12 268237.20  
##                       622) latitude>=34.115 86 5.895188e+11 222929.10  
##                        1244) population>=636 77 3.082243e+11 211987.00  
##                          2488) sdbedrooms< 0.9635975 12 1.861603e+10 165033.30 *
##                          2489) sdbedrooms>=0.9635975 65 2.582683e+11 220655.40  
##                            4978) population>=1093.5 49 1.728350e+11 207173.50  
##                              9956) housingMedianAge>=30.5 13 2.688520e+10 178900.00 *
##                              9957) housingMedianAge< 30.5 36 1.318051e+11 217383.30  
##                               19914) longitude>=-118.465 21 2.359291e+10 200057.10  
##                                 39828) latitude>=34.205 7 8.794000e+08 169000.00 *
##                                 39829) latitude< 34.205 14 1.258578e+10 215585.70 *
##                               19915) longitude< -118.465 15 9.308224e+10 241640.00 *
##                            4979) population< 1093.5 16 4.925130e+10 261943.80 *
##                        1245) population< 636 9 1.932005e+11 316544.70 *
##                       623) latitude< 34.115 38 2.592052e+11 370776.50  
##                        1246) sdbedrooms< 1.084918 22 1.208331e+11 344795.50  
##                          2492) housingMedianAge< 33.5 11 4.369687e+10 306490.90 *
##                          2493) housingMedianAge>=33.5 11 4.485695e+10 383100.10 *
##                        1247) sdbedrooms>=1.084918 16 1.031028e+11 406500.30 *
##                39) longitude< -122.375 68 7.653745e+11 298622.10  
##                  78) latitude>=37.825 13 3.703512e+10 180784.60 *
##                  79) latitude< 37.825 55 5.051587e+11 326474.60  
##                   158) sdbedrooms< 0.9927254 7 1.837413e+10 236614.30 *
##                   159) sdbedrooms>=0.9927254 48 4.220173e+11 339579.20  
##                     318) latitude< 37.755 17 8.964323e+10 292194.10 *
##                     319) latitude>=37.755 31 2.732706e+11 365564.60  
##                       638) medianIncome< 2.66945 14 1.443885e+11 316371.60 *
##                       639) medianIncome>=2.66945 17 6.710199e+10 406076.60 *
##           5) medianIncome>=3.13565 5609 4.656652e+13 209823.70  
##            10) housingMedianAge< 47.5 5125 3.703494e+13 202058.40  
##              20) latitude>=37.995 802 2.298811e+12 155654.10  
##                40) longitude>=-122.395 599 1.142649e+12 143607.20  
##                  80) medianIncome< 4.0677 379 5.577786e+11 131937.50  
##                   160) housingMedianAge>=22.5 168 1.679368e+11 121857.70  
##                     320) latitude>=38.675 56 3.858250e+10 107012.50  
##                       640) population>=297 48 1.722629e+10 101693.80  
##                        1280) longitude< -121.295 32 5.503805e+09  94228.12 *
##                        1281) longitude>=-121.295 16 6.371870e+09 116625.00 *
##                       641) population< 297 8 1.185108e+10 138925.00 *
##                     321) latitude< 38.675 112 1.108423e+11 129280.40  
##                       642) medianIncome< 3.4186 47 4.360379e+10 116236.20  
##                        1284) housingMedianAge>=29.5 39 2.047372e+10 110971.80  
##                          2568) population>=670.5 30 7.057255e+09 102946.70  
##                            5136) longitude>=-121.985 21 2.907572e+09  97152.38 *
##                            5137) longitude< -121.985 9 1.799520e+09 116466.70 *
##                          2569) population< 670.5 9 5.044116e+09 137722.20 *
##                        1285) housingMedianAge< 29.5 8 1.678018e+10 141900.00 *
##                       643) medianIncome>=3.4186 65 5.345887e+10 138712.30  
##                        1286) longitude>=-122.27 58 4.567447e+10 135610.30  
##                          2572) housingMedianAge< 25.5 10 2.772380e+09 116500.00 *
##                          2573) housingMedianAge>=25.5 48 3.848920e+10 139591.70  
##                            5146) housingMedianAge>=28.5 37 2.283269e+10 134845.90  
##                             10292) sdrooms< 5.970894 26 1.192671e+10 128415.40 *
##                             10293) sdrooms>=5.970894 11 7.289547e+09 150045.50 *
##                            5147) housingMedianAge< 28.5 11 1.202025e+10 155554.50 *
##                        1287) longitude< -122.27 7 2.602169e+09 164414.30 *
##                   161) housingMedianAge< 22.5 211 3.591824e+11 139963.00  
##                     322) latitude>=39.425 25 1.380885e+10 109624.00  
##                       644) housingMedianAge>=15.5 15 3.940073e+09  98366.67 *
##                       645) housingMedianAge< 15.5 10 5.116489e+09 126510.00 *
##                     323) latitude< 39.425 186 3.192692e+11 144040.90  
##                       646) longitude< -121.285 102 1.425010e+11 135603.90  
##                        1292) longitude>=-121.51 55 3.703689e+10 124261.80  
##                          2584) longitude< -121.415 13 3.497100e+09 108500.00 *
##                          2585) longitude>=-121.415 42 2.931048e+10 129140.50  
##                            5170) sdbedrooms< 1.009461 13 2.658417e+09 114384.60 *
##                            5171) sdbedrooms>=1.009461 29 2.255263e+10 135755.20  
##                             10342) housingMedianAge< 15.5 17 7.788558e+09 126388.20 *
##                             10343) housingMedianAge>=15.5 12 1.115944e+10 149025.00 *
##                        1293) longitude< -121.51 47 9.010900e+10 148876.60  
##                          2586) latitude>=38.675 10 8.479785e+09 113950.00 *
##                          2587) latitude< 38.675 37 6.613361e+10 158316.20  
##                            5174) latitude< 38.39 24 1.669512e+10 141662.50  
##                             10348) longitude>=-122.055 17 6.703531e+09 133076.50 *
##                             10349) longitude< -122.055 7 5.694769e+09 162514.30 *
##                            5175) latitude>=38.39 13 3.049361e+10 189061.50 *
##                       647) longitude>=-121.285 84 1.606913e+11 154285.70  
##                        1294) latitude< 38.585 28 2.602777e+10 133760.70  
##                          2588) sdbedrooms>=1.077546 14 3.223597e+09 115885.70 *
##                          2589) sdbedrooms< 1.077546 14 1.385773e+10 151635.70 *
##                        1295) latitude>=38.585 56 1.169699e+11 164548.20  
##                          2590) population< 981 30 2.173546e+10 151800.00  
##                            5180) latitude< 38.985 12 2.283809e+09 131058.30 *
##                            5181) latitude>=38.985 18 1.084732e+10 165627.80 *
##                          2591) population>=981 26 8.473336e+10 179257.70  
##                            5182) population>=1530 13 6.343331e+09 158038.50 *
##                            5183) population< 1530 13 6.668338e+10 200476.90 *
##                  81) medianIncome>=4.0677 220 4.443418e+11 163710.90  
##                   162) longitude< -121.285 138 1.979991e+11 150991.30  
##                     324) longitude>=-121.925 91 7.476574e+10 140034.10  
##                       648) sdbedrooms< 0.9944397 33 1.817793e+10 125781.80  
##                        1296) medianIncome< 4.59385 21 1.086605e+10 117304.80  
##                          2592) longitude< -121.375 8 5.250350e+08 102875.00 *
##                          2593) longitude>=-121.375 13 7.650197e+09 126184.60 *
##                        1297) medianIncome>=4.59385 12 3.161937e+09 140616.70 *
##                       649) sdbedrooms>=0.9944397 58 4.607076e+10 148143.10  
##                        1298) sdrooms>=5.692616 50 2.654558e+10 142696.00  
##                          2596) latitude>=38.675 8 4.189440e+09 116350.00 *
##                          2597) latitude< 38.675 42 1.574555e+10 147714.30  
##                            5194) population>=1071.5 34 1.120609e+10 144567.60  
##                             10388) medianIncome< 4.52255 21 5.549010e+09 138204.80 *
##                             10389) medianIncome>=4.52255 13 3.433452e+09 154846.20 *
##                            5195) population< 1071.5 8 2.772069e+09 161087.50 *
##                        1299) sdrooms< 5.692616 8 8.769469e+09 182187.50 *
##                     325) longitude< -121.925 47 9.115411e+10 172206.40  
##                       650) medianIncome< 4.43955 19 1.337398e+10 151336.80 *
##                       651) medianIncome>=4.43955 28 6.388958e+10 186367.90  
##                        1302) latitude< 38.335 21 2.111605e+10 173719.00  
##                          2604) longitude>=-122.155 10 1.086662e+10 161670.00 *
##                          2605) longitude< -122.155 11 7.477822e+09 184672.70 *
##                        1303) latitude>=38.335 7 2.933417e+10 224314.30 *
##                   163) longitude>=-121.285 82 1.864415e+11 185117.10  
##                     326) sdrooms< 5.84853 12 8.043057e+09 140716.70 *
##                     327) sdrooms>=5.84853 70 1.506862e+11 192728.60  
##                       654) medianIncome>=4.119 62 6.092514e+10 186732.30  
##                        1308) longitude>=-120.765 9 7.571522e+09 163144.40 *
##                        1309) longitude< -120.765 53 4.749582e+10 190737.70  
##                          2618) sdrooms< 6.675132 40 2.851572e+10 183542.50  
##                            5236) latitude< 38.715 22 1.696819e+10 173268.20  
##                             10472) latitude>=38.655 12 3.292347e+09 154333.30 *
##                             10473) latitude< 38.655 10 4.210689e+09 195990.00 *
##                            5237) latitude>=38.715 18 6.386740e+09 196100.00 *
##                          2619) sdrooms>=6.675132 13 1.053738e+10 212876.90 *
##                       655) medianIncome< 4.119 8 7.025510e+10 239200.00 *
##                41) longitude< -122.395 203 8.127161e+11 191201.50  
##                  82) latitude>=38.78 57 5.126963e+10 121735.10  
##                   164) housingMedianAge>=31.5 18 9.244665e+09 107916.70 *
##                   165) housingMedianAge< 31.5 39 3.700154e+10 128112.80  
##                     330) population< 825.5 15 9.357297e+09 114546.70 *
##                     331) population>=825.5 24 2.315826e+10 136591.70  
##                       662) latitude>=39.38 16 6.727338e+09 123012.50 *
##                       663) latitude< 39.38 8 7.580020e+09 163750.00 *
##                  83) latitude< 38.78 146 3.790027e+11 218321.90  
##                   166) sdbedrooms< 1.039198 55 7.303493e+10 192590.90  
##                     332) medianIncome< 4.0971 32 4.528710e+10 181187.50  
##                       664) housingMedianAge< 23 17 2.115544e+10 166288.20 *
##                       665) housingMedianAge>=23 15 1.608089e+10 198073.30 *
##                     333) medianIncome>=4.0971 23 1.779712e+10 208456.50  
##                       666) latitude>=38.33 12 7.678247e+09 195233.30 *
##                       667) latitude< 38.33 11 5.731656e+09 222881.80 *
##                   167) sdbedrooms>=1.039198 91 2.475443e+11 233873.60  
##                     334) medianIncome< 4.1334 58 1.478352e+11 216201.70  
##                       668) latitude>=38.315 38 8.810229e+10 203397.40  
##                        1336) sdrooms< 6.338818 26 2.227277e+10 190096.20  
##                          2672) medianIncome< 3.84165 18 8.261240e+09 181066.70 *
##                          2673) medianIncome>=3.84165 8 9.241929e+09 210412.50 *
##                        1337) sdrooms>=6.338818 12 5.126292e+10 232216.70 *
##                       669) latitude< 38.315 20 4.166550e+10 240530.00  
##                        1338) longitude>=-122.66 12 1.901449e+10 215308.30 *
##                        1339) longitude< -122.66 8 3.567039e+09 278362.50 *
##                     335) medianIncome>=4.1334 33 4.976059e+10 264933.30  
##                       670) housingMedianAge< 24.5 15 1.925872e+10 246746.70 *
##                       671) housingMedianAge>=24.5 18 2.140612e+10 280088.90 *
##              21) latitude< 37.995 4323 3.268875e+13 210667.30  
##                42) longitude>=-117.745 896 5.087070e+12 170976.60  
##                  84) latitude>=33.905 323 2.835701e+11 129745.50  
##                   168) medianIncome< 4.1624 221 1.422780e+11 120153.80  
##                     336) latitude>=34.71 13 1.696429e+09  75092.31 *
##                     337) latitude< 34.71 208 1.125348e+11 122970.20  
##                       674) longitude>=-117.585 150 6.002997e+10 116113.30  
##                        1348) sdrooms< 6.32826 125 3.945925e+10 113221.60  
##                          2696) latitude>=34.075 63 1.494198e+10 105781.00  
##                            5392) housingMedianAge>=32.5 18 1.622618e+09  93988.89 *
##                            5393) housingMedianAge< 32.5 45 9.815230e+09 110497.80 *
##                          2697) latitude< 34.075 62 1.748525e+10 120782.30  
##                            5394) longitude>=-117.06 7 2.560054e+09 102771.40 *
##                            5395) longitude< -117.06 55 1.236546e+10 123074.50 *
##                        1349) sdrooms>=6.32826 25 1.429913e+10 130572.00  
##                          2698) housingMedianAge>=15.5 14 5.173977e+09 120985.70 *
##                          2699) housingMedianAge< 15.5 11 6.201162e+09 142772.70 *
##                       675) longitude< -117.585 58 2.721314e+10 140703.40  
##                        1350) sdrooms< 5.441399 36 1.284974e+10 133863.90 *
##                        1351) sdrooms>=5.441399 22 9.923590e+09 151895.50  
##                          2702) latitude>=34.055 15 3.678149e+09 143993.30 *
##                          2703) latitude< 34.055 7 3.301674e+09 168828.60 *
##                   169) medianIncome>=4.1624 102 7.690734e+10 150527.50  
##                     338) longitude>=-117.505 66 5.191240e+10 144851.50  
##                       676) sdrooms< 6.477131 44 2.719591e+10 137713.60  
##                        1352) sdrooms>=5.625569 33 6.309575e+09 133121.20 *
##                        1353) sdrooms< 5.625569 11 1.810241e+10 151490.90 *
##                       677) sdrooms>=6.477131 22 1.799118e+10 159127.30  
##                        1354) medianIncome>=4.66 12 2.652700e+09 148600.00 *
##                        1355) medianIncome< 4.66 10 1.241274e+10 171760.00 *
##                     339) longitude< -117.505 36 1.897050e+10 160933.30  
##                       678) sdrooms< 6.140758 28 1.250483e+10 155321.40 *
##                       679) sdrooms>=6.140758 8 2.497495e+09 180575.00 *
##                  85) latitude< 33.905 573 3.944872e+12 194218.50  
##                   170) longitude>=-117.155 325 9.389509e+11 163746.20  
##                     340) longitude>=-116.27 24 9.739678e+09  83741.67 *
##                     341) longitude< -116.27 301 7.633454e+11 170125.30  
##                       682) latitude< 32.745 89 8.178114e+10 143500.00  
##                        1364) medianIncome< 3.82445 42 1.590204e+10 129854.80  
##                          2728) latitude>=32.685 25 4.082998e+09 121336.00 *
##                          2729) latitude< 32.685 17 7.336825e+09 142382.40 *
##                        1365) medianIncome>=3.82445 47 5.107085e+10 155693.60  
##                          2730) longitude< -117.045 24 3.652606e+09 143587.50 *
##                          2731) longitude>=-117.045 23 4.023052e+10 168326.10  
##                            5462) population>=2379 8 1.294660e+09 148650.00 *
##                            5463) population< 2379 15 3.418684e+10 178820.00 *
##                       683) latitude>=32.745 212 5.919849e+11 181302.80  
##                        1366) medianIncome< 3.7542 72 1.370478e+11 160952.80  
##                          2732) medianIncome>=3.20875 65 9.968999e+10 155035.40  
##                            5464) latitude>=33.51 14 2.009914e+10 132000.00 *
##                            5465) latitude< 33.51 51 7.012276e+10 161358.80  
##                             10930) sdrooms< 4.922227 14 1.071434e+10 140750.00 *
##                             10931) sdrooms>=4.922227 37 5.121241e+10 169156.80  
##                               21862) medianIncome< 3.4051 12 1.440425e+10 149758.30 *
##                               21863) medianIncome>=3.4051 25 3.012509e+10 178468.00  
##                                 43726) longitude>=-117.065 18 1.174912e+10 170327.80 *
##                                 43727) longitude< -117.065 7 1.411620e+10 199400.00 *
##                          2733) medianIncome< 3.20875 7 1.394744e+10 215900.00 *
##                        1367) medianIncome>=3.7542 140 4.097856e+11 191768.60  
##                          2734) sdrooms< 6.50171 112 1.562000e+11 181715.20  
##                            5468) sdbedrooms< 1.052923 74 5.625199e+10 173301.40  
##                             10936) medianIncome< 4.69085 58 2.897992e+10 167837.90  
##                               21872) sdrooms< 5.462463 16 3.200260e+09 153750.00 *
##                               21873) sdrooms>=5.462463 42 2.139442e+10 173204.80  
##                                 43746) medianIncome>=4.06025 31 9.823168e+09 168632.30 *
##                                 43747) medianIncome< 4.06025 11 9.096529e+09 186090.90 *
##                             10937) medianIncome>=4.69085 16 1.926509e+10 193106.20 *
##                            5469) sdbedrooms>=1.052923 38 8.450780e+10 198100.00  
##                             10938) population< 2156 28 3.801968e+10 186935.70  
##                               21876) longitude>=-116.935 7 8.432097e+09 156657.10 *
##                               21877) longitude< -116.935 21 2.103086e+10 197028.60  
##                                 43754) longitude< -117.095 8 4.218439e+09 175837.50 *
##                                 43755) longitude>=-117.095 13 1.100917e+10 210069.20 *
##                             10939) population>=2156 10 3.322628e+10 229360.00 *
##                          2735) sdrooms>=6.50171 28 1.969859e+11 231982.20  
##                            5470) population>=1592.5 13 3.491438e+10 195823.10 *
##                            5471) population< 1592.5 15 1.303433e+11 263320.10 *
##                   171) longitude< -117.155 248 2.308655e+12 234152.10  
##                     342) housingMedianAge< 37 233 1.894770e+12 225180.70  
##                       684) sdbedrooms< 1.273748 220 1.537378e+12 218714.10  
##                        1368) housingMedianAge< 20.5 131 6.038807e+11 200242.80  
##                          2736) latitude>=33.665 26 1.624012e+11 169784.70  
##                            5472) sdrooms< 7.105727 19 1.302831e+10 142247.40 *
##                            5473) sdrooms>=7.105727 7 9.585843e+10 244528.70 *
##                          2737) latitude< 33.665 105 4.113868e+11 207784.80  
##                            5474) medianIncome< 3.3518 9 4.182476e+09 165377.80 *
##                            5475) medianIncome>=3.3518 96 3.895017e+11 211760.40  
##                             10950) medianIncome>=3.5834 81 1.841547e+11 204939.50  
##                               21900) latitude< 32.825 9 1.095330e+10 169633.30 *
##                               21901) latitude>=32.825 72 1.605803e+11 209352.80  
##                                 43802) latitude>=33.1 61 1.105278e+11 202804.90  
##                                   87604) housingMedianAge< 8 30 1.961202e+10 189473.30  
##                                    175208) sdrooms< 5.071963 9 5.049769e+09 177011.10 *
##                                    175209) sdrooms>=5.071963 21 1.256545e+10 194814.30  
##                                      350418) medianIncome< 4.13435 10 2.982596e+09 179320.00 *
##                                      350419) medianIncome>=4.13435 11 4.999640e+09 208900.00 *
##                                   87605) housingMedianAge>=8 31 8.042388e+10 215706.50  
##                                    175210) longitude>=-117.685 22 5.010077e+10 203154.50  
##                                      350420) sdrooms< 5.70959 8 5.091055e+09 165675.00 *
##                                      350421) sdrooms>=5.70959 14 2.735043e+10 224571.40 *
##                                    175211) longitude< -117.685 9 1.838429e+10 246388.90 *
##                                 43803) latitude< 33.1 11 3.293393e+10 245663.60 *
##                             10951) medianIncome< 3.5834 15 1.812285e+11 248593.50 *
##                        1369) housingMedianAge>=20.5 89 8.230132e+11 245902.30  
##                          2738) sdbedrooms< 1.117593 79 5.383514e+11 229427.80  
##                            5476) sdrooms>=4.92091 54 2.542358e+11 209957.40  
##                             10952) medianIncome< 4.61375 44 1.811163e+11 196968.20  
##                               21904) longitude>=-117.185 12 1.201894e+10 163925.00 *
##                               21905) longitude< -117.185 32 1.510818e+11 209359.40  
##                                 43810) latitude>=33.14 14 4.929026e+10 179621.40 *
##                                 43811) latitude< 33.14 18 7.978118e+10 232488.90 *
##                             10953) medianIncome>=4.61375 10 3.303165e+10 267110.00 *
##                            5477) sdrooms< 4.92091 25 2.194263e+11 271484.00  
##                             10954) medianIncome< 3.7033 15 8.699032e+10 235153.30 *
##                             10955) medianIncome>=3.7033 10 8.293904e+10 325980.00 *
##                          2739) sdbedrooms>=1.117593 10 9.383563e+10 376050.30 *
##                       685) sdbedrooms>=1.273748 13 1.925039e+11 334615.60 *
##                     343) housingMedianAge>=37 15 1.038364e+11 373506.70 *
##                43) longitude< -117.745 3427 2.582112e+13 221044.50  
##                  86) longitude>=-122.175 3141 2.256268e+13 215611.80  
##                   172) latitude>=34.52 1151 7.398632e+12 189112.90  
##                     344) longitude>=-121.335 511 1.620757e+12 137209.00  
##                       688) longitude>=-120 267 3.008051e+11 110266.30  
##                        1376) sdrooms< 6.701739 226 1.591161e+11 103691.60  
##                          2752) latitude>=34.925 189 8.021558e+10  97392.06  
##                            5504) latitude< 36.825 159 5.607117e+10  94415.72  
##                             11008) medianIncome< 4.4098 145 4.823008e+10  92651.03  
##                               22016) latitude< 36.215 57 1.188323e+10  86536.84  
##                                 44032) housingMedianAge>=9.5 49 7.441571e+09  83724.49 *
##                                 44033) housingMedianAge< 9.5 8 1.680319e+09 103762.50 *
##                               22017) latitude>=36.215 88 3.283579e+10  96611.36  
##                                 44034) sdrooms< 5.433174 28 5.067709e+09  85942.86 *
##                                 44035) sdrooms>=5.433174 60 2.309399e+10 101590.00  
##                                   88070) longitude< -119.66 31 8.753837e+09  96345.16 *
##                                   88071) longitude>=-119.66 29 1.257583e+10 107196.60  
##                                    176142) longitude>=-119.455 17 5.661505e+09  99982.35 *
##                                    176143) longitude< -119.455 12 4.776157e+09 117416.70 *
##                             11009) medianIncome>=4.4098 14 2.712789e+09 112692.90 *
##                            5505) latitude>=36.825 30 1.527075e+10 113166.70  
##                             11010) sdrooms< 6.148352 23 6.101397e+09 106247.80 *
##                             11011) sdrooms>=6.148352 7 4.450700e+09 135900.00 *
##                          2753) latitude< 34.925 37 3.308790e+10 135870.30  
##                            5506) longitude>=-118.18 26 6.968525e+09 125246.20  
##                             11012) housingMedianAge>=26 12 9.027400e+08 112500.00 *
##                             11013) housingMedianAge< 26 14 2.445149e+09 136171.40 *
##                            5507) longitude< -118.18 11 1.624822e+10 160981.80 *
##                        1377) sdrooms>=6.701739 41 7.806993e+10 146507.30  
##                          2754) latitude< 37.44 33 4.942898e+10 136663.60  
##                            5508) sdbedrooms>=1.109246 21 1.905589e+10 122085.70  
##                             11016) population< 415.5 7 6.855114e+09  97671.43 *
##                             11017) population>=415.5 14 5.942169e+09 134292.90 *
##                            5509) sdbedrooms< 1.109246 12 1.810030e+10 162175.00 *
##                          2755) latitude>=37.44 8 1.225307e+10 187112.50 *
##                       689) longitude< -120 244 9.140462e+11 166691.40  
##                        1378) latitude>=35.715 148 1.928735e+11 139624.30  
##                          2756) longitude>=-120.66 28 1.355885e+10 109750.00  
##                            5512) longitude>=-120.465 19 6.097349e+09 102494.70 *
##                            5513) longitude< -120.465 9 4.349960e+09 125066.70 *
##                          2757) longitude< -120.66 120 1.484945e+11 146595.00  
##                            5514) sdrooms< 5.960586 78 8.235443e+10 135703.80  
##                             11028) latitude>=37.905 7 5.860009e+09 103885.70 *
##                             11029) latitude< 37.905 71 6.870897e+10 138840.80  
##                               22058) sdrooms< 4.747558 7 5.959209e+09 116685.70 *
##                               22059) sdrooms>=4.747558 64 5.893801e+10 141264.10  
##                                 44118) population>=487.5 53 2.384397e+10 135109.40  
##                                   88236) medianIncome< 3.3508 12 3.880727e+09 122366.70 *
##                                   88237) medianIncome>=3.3508 41 1.744440e+10 138839.00 *
##                                 44119) population< 487.5 11 2.341340e+10 170918.20 *
##                            5515) sdrooms>=5.960586 42 3.970535e+10 166821.40  
##                             11030) latitude< 37.685 27 1.599247e+10 153811.10  
##                               22060) population>=666.5 19 1.054467e+10 147684.20 *
##                               22061) population< 666.5 8 3.040619e+09 168362.50 *
##                             11031) latitude>=37.685 15 1.091620e+10 190240.00 *
##                        1379) latitude< 35.715 96 4.455832e+11 208419.80  
##                          2758) latitude< 35.005 57 2.028818e+11 179866.70  
##                            5516) longitude< -120.385 48 4.231896e+10 158900.00  
##                             11032) medianIncome< 4.5276 30 1.778693e+10 146463.30  
##                               22064) housingMedianAge>=15.5 23 5.364098e+09 138508.70 *
##                               22065) housingMedianAge< 15.5 7 6.185600e+09 172600.00 *
##                             11033) medianIncome>=4.5276 18 1.215838e+10 179627.80 *
##                            5517) longitude>=-120.385 9 2.692411e+10 291688.90 *
##                          2759) latitude>=35.005 39 1.283112e+11 250151.30  
##                            5518) medianIncome< 3.5176 15 1.945065e+10 203126.70 *
##                            5519) medianIncome>=3.5176 24 5.495976e+10 279541.70  
##                             11038) latitude>=35.325 10 1.208936e+10 254750.00 *
##                             11039) latitude< 35.325 14 3.233394e+10 297250.00 *
##                     345) longitude< -121.335 640 3.302067e+12 230555.00  
##                       690) latitude>=37.465 260 6.376389e+11 197305.00  
##                        1380) housingMedianAge>=32.5 121 1.932032e+11 178657.00  
##                          2760) sdrooms< 5.894783 95 8.117742e+10 168464.20  
##                            5520) latitude>=37.735 34 3.684637e+10 148297.10  
##                             11040) medianIncome< 4.0462 23 1.068309e+10 134182.60  
##                               22080) latitude< 37.76 12 3.242880e+09 122600.00 *
##                               22081) latitude>=37.76 11 4.074096e+09 146818.20 *
##                             11041) medianIncome>=4.0462 11 1.200071e+10 177809.10 *
##                            5521) latitude< 37.735 61 2.279521e+10 179704.90  
##                             11042) latitude< 37.665 24 1.010690e+10 171308.30  
##                               22084) medianIncome< 3.8567 10 2.052525e+09 159650.00 *
##                               22085) medianIncome>=3.8567 14 5.724372e+09 179635.70 *
##                             11043) latitude>=37.665 37 9.898692e+09 185151.40  
##                               22086) housingMedianAge>=41.5 13 1.578408e+09 173269.20 *
##                               22087) housingMedianAge< 41.5 24 5.490706e+09 191587.50 *
##                          2761) sdrooms>=5.894783 26 6.609284e+10 215900.00  
##                            5522) longitude< -122.085 12 4.470122e+09 197075.00 *
##                            5523) longitude>=-122.085 14 5.372509e+10 232035.70 *
##                        1381) housingMedianAge< 32.5 139 3.657299e+11 213538.10  
##                          2762) latitude>=37.925 30 3.493434e+10 188093.30  
##                            5524) latitude>=37.975 13 1.912435e+10 173361.50 *
##                            5525) latitude< 37.975 17 1.083116e+10 199358.80 *
##                          2763) latitude< 37.925 109 3.060266e+11 220541.30  
##                            5526) latitude< 37.775 95 2.078838e+11 213700.00  
##                             11052) medianIncome< 4.62305 69 1.429591e+11 203176.80  
##                               22104) sdrooms< 5.484805 53 8.830791e+10 196758.50  
##                                 44208) longitude< -122.035 28 1.812421e+10 184903.60  
##                                   88416) population< 1407 13 4.027851e+09 172061.50 *
##                                   88417) population>=1407 15 1.009435e+10 196033.30 *
##                                 44209) longitude>=-122.035 25 6.184130e+10 210036.00  
##                                   88418) population>=1194 17 1.774370e+10 194335.30 *
##                                   88419) population< 1194 8 3.100164e+10 243400.00 *
##                               22105) sdrooms>=5.484805 16 4.523564e+10 224437.50 *
##                             11053) medianIncome>=4.62305 26 3.700601e+10 241626.90  
##                               22106) medianIncome>=4.70565 19 1.896691e+10 233405.30 *
##                               22107) medianIncome< 4.70565 7 1.326878e+10 263942.90 *
##                            5527) latitude>=37.775 14 6.352517e+10 266964.30 *
##                       691) latitude< 37.465 380 2.180308e+12 253305.00  
##                        1382) longitude>=-121.875 131 6.240268e+11 217515.30  
##                          2764) sdrooms< 5.737732 102 3.458588e+11 201807.90  
##                            5528) population>=497 95 1.300191e+11 191977.90  
##                             11056) sdrooms< 5.415594 71 6.543337e+10 181115.50  
##                               22112) sdbedrooms>=1.065493 19 1.802649e+10 166421.10 *
##                               22113) sdbedrooms< 1.065493 52 4.180525e+10 186484.60  
##                                 44226) medianIncome< 4.52145 45 2.759711e+10 181673.30  
##                                   88452) sdbedrooms>=0.9701547 34 1.994553e+10 177132.40  
##                                    176904) longitude< -121.675 25 1.326131e+10 172412.00  
##                                      353808) medianIncome< 3.27325 7 4.197054e+09 156671.40 *
##                                      353809) medianIncome>=3.27325 18 6.655420e+09 178533.30 *
##                                    176905) longitude>=-121.675 9 4.579842e+09 190244.40 *
##                                   88453) sdbedrooms< 0.9701547 11 4.783449e+09 195709.10 *
##                                 44227) medianIncome>=4.52145 7 6.469949e+09 217414.30 *
##                             11057) sdrooms>=5.415594 24 3.142515e+10 224112.50  
##                               22114) latitude>=37.265 7 4.252269e+09 198485.70 *
##                               22115) latitude< 37.265 17 2.068282e+10 234664.70 *
##                            5529) population< 497 7 8.207876e+10 335214.40 *
##                          2765) sdrooms>=5.737732 29 1.644881e+11 272762.10  
##                            5530) latitude< 36.935 15 4.834282e+10 230946.70 *
##                            5531) latitude>=36.935 14 6.181596e+10 317564.40 *
##                        1383) longitude< -121.875 249 1.300203e+12 272134.10  
##                          2766) latitude>=36.585 242 1.093581e+12 267578.50  
##                            5532) longitude>=-122.145 233 8.941341e+11 262939.50  
##                             11064) sdrooms< 4.347607 69 1.750337e+11 242179.70  
##                               22128) longitude>=-121.955 21 4.202115e+10 212581.00  
##                                 44256) population< 1944 13 2.316536e+10 192700.00 *
##                                 44257) population>=1944 8 5.367809e+09 244887.50 *
##                               22129) longitude< -121.955 48 1.065657e+11 255129.20  
##                                 44258) sdrooms< 3.457163 9 1.732548e+10 220066.70 *
##                                 44259) sdrooms>=3.457163 39 7.562250e+10 263220.50  
##                                   88518) longitude>=-122.075 28 4.782392e+10 251264.30  
##                                    177036) sdrooms< 3.995542 14 1.439409e+10 234364.30 *
##                                    177037) sdrooms>=3.995542 14 2.543275e+10 268164.30 *
##                                   88519) longitude< -122.075 11 1.360741e+10 293654.50 *
##                             11065) sdrooms>=4.347607 164 6.768523e+11 271673.80  
##                               22130) latitude>=37.395 19 1.742293e+11 228047.40 *
##                               22131) latitude< 37.395 145 4.617225e+11 277390.40  
##                                 44262) latitude< 37.375 131 3.864618e+11 272464.90  
##                                   88524) sdrooms< 6.199281 122 2.874449e+11 268476.20  
##                                    177048) housingMedianAge>=35.5 38 7.556919e+10 249563.20  
##                                      354096) sdrooms< 5.129245 16 2.126164e+10 228812.50 *
##                                      354097) sdrooms>=5.129245 22 4.240761e+10 264654.50  
##                                        708194) latitude>=37.315 10 1.688773e+10 244390.00 *
##                                        708195) latitude< 37.315 12 1.799127e+10 281541.70 *
##                                    177049) housingMedianAge< 35.5 84 1.921339e+11 277032.10  
##                                      354098) latitude< 37.185 34 5.111452e+10 259255.90  
##                                        708196) housingMedianAge>=24.5 21 2.109166e+10 247128.60  
##                                         1416392) longitude< -122.035 8 3.416875e+09 223025.00 *
##                                         1416393) longitude>=-122.035 13 1.016671e+10 261961.50 *
##                                        708197) housingMedianAge< 24.5 13 2.194523e+10 278846.20 *
##                                      354099) latitude>=37.185 50 1.229697e+11 289120.00  
##                                        708198) longitude>=-122.005 43 9.109079e+10 281232.60  
##                                         1416396) medianIncome>=4.66865 13 4.775049e+09 258992.30 *
##                                         1416397) medianIncome< 4.66865 30 7.709916e+10 290870.00  
##                                           2832794) medianIncome< 4.40335 23 2.036622e+10 279743.50  
##                                             5665588) housingMedianAge< 32.5 15 1.093016e+10 271700.00 *
##                                             5665589) housingMedianAge>=32.5 8 6.645975e+09 294825.00 *
##                                           2832795) medianIncome>=4.40335 7 4.452985e+10 327428.60 *
##                                        708199) longitude< -122.005 7 1.277101e+10 337571.40 *
##                                   88525) sdrooms>=6.199281 9 7.076525e+10 326533.40 *
##                                 44263) latitude>=37.375 14 4.234490e+10 323478.60 *
##                            5533) longitude< -122.145 9 6.461752e+10 387677.90 *
##                          2767) latitude< 36.585 7 2.796877e+10 429628.60 *
##                   173) latitude< 34.52 1990 1.388835e+13 230938.60  
##                     346) longitude>=-118.335 1359 6.365671e+12 211841.10  
##                       692) latitude>=33.625 1343 5.414977e+12 209132.70  
##                        1384) latitude< 34.105 1152 3.871216e+12 203163.90  
##                          2768) latitude>=33.845 674 1.325645e+12 188738.10  
##                            5536) medianIncome< 4.05285 421 8.239561e+11 181393.60  
##                             11072) latitude< 34.045 304 4.722494e+11 175738.50  
##                               22144) longitude< -118.165 94 1.526537e+11 158680.90  
##                                 44288) latitude>=33.885 71 8.072926e+10 148909.90  
##                                   88576) population< 1180.5 45 4.899675e+10 139355.60  
##                                    177152) longitude>=-118.305 25 1.639216e+10 123220.00  
##                                      354304) longitude< -118.205 17 4.001618e+09 111211.80 *
##                                      354305) longitude>=-118.205 8 4.730039e+09 148737.50 *
##                                    177153) longitude< -118.305 20 1.795956e+10 159525.00  
##                                      354306) sdrooms>=5.246059 8 2.533275e+09 140425.00 *
##                                      354307) sdrooms< 5.246059 12 1.056215e+10 172258.30 *
##                                   88577) population>=1180.5 26 2.051502e+10 165446.20  
##                                    177154) latitude>=33.905 19 4.024081e+09 152368.40 *
##                                    177155) latitude< 33.905 7 4.421317e+09 200942.90 *
##                                 44289) latitude< 33.885 23 4.422088e+10 188843.50  
##                                   88578) longitude>=-118.28 15 4.739680e+09 160800.00 *
##                                   88579) longitude< -118.28 8 5.566115e+09 241425.00 *
##                               22145) longitude>=-118.165 210 2.800025e+11 183373.80  
##                                 44290) longitude>=-118.105 161 1.679888e+11 175831.10  
##                                   88580) latitude>=33.885 114 5.017134e+10 168151.80  
##                                    177160) sdbedrooms< 1.084381 95 3.615632e+10 165006.30  
##                                      354320) latitude>=34.005 23 6.382493e+09 152917.40  
##                                        708640) population>=1890 8 1.924799e+09 140062.50 *
##                                        708641) population< 1890 15 2.430649e+09 159773.30 *
##                                      354321) latitude< 34.005 72 2.533882e+10 168868.10  
##                                        708642) sdrooms< 4.462045 15 4.061997e+09 153646.70 *
##                                        708643) sdrooms>=4.462045 57 1.688689e+10 172873.70  
##                                         1417286) longitude< -118.025 41 7.796480e+09 166826.80  
##                                           2834572) latitude< 33.985 33 3.004356e+09 163036.40 *
##                                           2834573) latitude>=33.985 8 2.362199e+09 182462.50 *
##                                         1417287) longitude>=-118.025 16 3.749714e+09 188368.80 *
##                                    177161) sdbedrooms>=1.084381 19 8.375572e+09 183878.90 *
##                                   88581) latitude< 33.885 47 9.478839e+10 194457.40  
##                                    177162) housingMedianAge>=20 38 3.421692e+10 183213.20  
##                                      354324) sdrooms< 4.968053 20 1.624667e+10 166695.00  
##                                        708648) sdbedrooms>=1.040764 8 1.879389e+09 148987.50 *
##                                        708649) sdbedrooms< 1.040764 12 1.018654e+10 178500.00 *
##                                      354325) sdrooms>=4.968053 18 6.449940e+09 201566.70 *
##                                    177163) housingMedianAge< 20 9 3.548134e+10 241933.30 *
##                                 44291) longitude< -118.105 49 7.275748e+10 208157.10  
##                                   88582) medianIncome< 3.8172 41 4.437584e+10 201548.80  
##                                    177164) longitude< -118.145 13 8.868991e+09 184938.50 *
##                                    177165) longitude>=-118.145 28 3.025485e+10 209260.70  
##                                      354330) sdbedrooms< 1.014969 12 1.126954e+10 194083.30 *
##                                      354331) sdbedrooms>=1.014969 16 1.414790e+10 220643.80 *
##                                   88583) medianIncome>=3.8172 8 1.741490e+10 242025.00 *
##                             11073) latitude>=34.045 117 3.167242e+11 196087.20  
##                               22146) longitude>=-118.055 68 5.077145e+10 173373.50  
##                                 44292) population>=2258 10 3.094520e+09 152900.00 *
##                                 44293) population< 2258 58 4.276258e+10 176903.40  
##                                   88586) latitude< 34.055 11 1.657902e+09 156872.70 *
##                                   88587) latitude>=34.055 47 3.565820e+10 181591.50  
##                                    177174) sdrooms< 5.129156 28 1.085269e+10 173810.70  
##                                      354348) sdbedrooms>=1.025432 12 4.393117e+09 162183.30 *
##                                      354349) sdbedrooms< 1.025432 16 3.620454e+09 182531.20 *
##                                    177175) sdrooms>=5.129156 19 2.061229e+10 193057.90 *
##                               22147) longitude< -118.055 49 1.821858e+11 227608.20  
##                                 44294) population< 1157 18 2.601130e+10 185366.70 *
##                                 44295) population>=1157 31 1.054071e+11 252135.50  
##                                   88590) longitude>=-118.135 17 9.571302e+09 225547.10 *
##                                   88591) longitude< -118.135 14 6.922436e+10 284421.40 *
##                            5537) medianIncome>=4.05285 253 4.411900e+11 200959.70  
##                             11074) sdrooms< 5.364502 126 2.176633e+11 190911.10  
##                               22148) latitude< 34.055 107 8.497631e+10 184612.10  
##                                 44296) latitude>=33.865 93 6.557656e+10 181225.80  
##                                   88592) population< 1599.5 71 4.610886e+10 177426.80  
##                                    177184) sdrooms< 5.013081 36 9.824350e+09 170947.20  
##                                      354368) longitude>=-118.095 23 3.537518e+09 163691.30 *
##                                      354369) longitude< -118.095 13 2.933537e+09 183784.60 *
##                                    177185) sdrooms>=5.013081 35 3.321845e+10 184091.40  
##                                      354370) housingMedianAge>=35.5 13 7.617391e+09 170138.50 *
##                                      354371) housingMedianAge< 35.5 22 2.157461e+10 192336.40  
##                                        708742) latitude< 33.925 14 7.570612e+09 184764.30 *
##                                        708743) latitude>=33.925 8 1.179655e+10 205587.50 *
##                                   88593) population>=1599.5 22 1.513591e+10 193486.40  
##                                    177186) latitude>=33.905 15 8.755989e+09 186506.70 *
##                                    177187) latitude< 33.905 7 4.083297e+09 208442.90 *
##                                 44297) latitude< 33.865 14 1.124895e+10 207107.10 *
##                               22149) latitude>=34.055 19 1.045331e+11 226384.20 *
##                             11075) sdrooms>=5.364502 127 1.981814e+11 210929.10  
##                               22150) housingMedianAge>=34.5 78 8.613822e+10 201792.30  
##                                 44300) population>=1130.5 22 1.362533e+10 187959.10  
##                                   88600) latitude>=33.885 14 1.851754e+09 174357.10 *
##                                   88601) latitude< 33.885 8 4.650579e+09 211762.50 *
##                                 44301) population< 1130.5 56 6.664913e+10 207226.80  
##                                   88602) longitude< -118.17 10 1.286260e+10 182250.00 *
##                                   88603) longitude>=-118.17 46 4.619195e+10 212656.50  
##                                    177206) longitude>=-118.105 26 2.693008e+10 203153.80  
##                                      354412) latitude< 34.06 18 8.830976e+09 191327.80 *
##                                      354413) latitude>=34.06 8 9.917539e+09 229762.50 *
##                                    177207) longitude< -118.105 20 1.386188e+10 225010.00  
##                                      354414) latitude< 33.935 12 1.878157e+09 205583.30 *
##                                      354415) latitude>=33.935 8 6.618600e+08 254150.00 *
##                               22151) housingMedianAge< 34.5 49 9.516632e+10 225473.50  
##                                 44302) latitude>=34.045 9 5.380209e+09 198988.90 *
##                                 44303) latitude< 34.045 40 8.205281e+10 231432.50  
##                                   88606) latitude< 33.95 31 6.224407e+10 222890.30  
##                                    177212) medianIncome>=4.6986 12 1.107690e+10 204425.00 *
##                                    177213) medianIncome< 4.6986 19 4.449137e+10 234552.60 *
##                                   88607) latitude>=33.95 9 9.755262e+09 260855.60 *
##                          2769) latitude< 33.845 478 2.207535e+12 223504.80  
##                            5538) longitude>=-118.065 319 9.323208e+11 211178.40  
##                             11076) latitude>=33.695 259 3.593392e+11 198395.00  
##                               22152) sdrooms< 5.202994 163 1.546907e+11 185053.40  
##                                 44304) sdrooms< 4.596406 92 9.609931e+10 176810.90  
##                                   88608) latitude< 33.755 46 4.683569e+10 165152.20  
##                                    177216) latitude>=33.735 19 1.048134e+10 153636.80 *
##                                    177217) latitude< 33.735 27 3.206195e+10 173255.60  
##                                      354434) longitude>=-117.865 9 1.007434e+10 159177.80 *
##                                      354435) longitude< -117.865 18 1.931213e+10 180294.40 *
##                                   88609) latitude>=33.755 46 3.675850e+10 188469.60  
##                                    177218) sdbedrooms< 1.124351 39 2.136712e+10 183251.30  
##                                      354436) medianIncome>=3.6461 14 2.245969e+09 168028.60 *
##                                      354437) medianIncome< 3.6461 25 1.406015e+10 191776.00  
##                                        708874) sdrooms< 4.182303 13 7.753972e+09 182546.20 *
##                                        708875) sdrooms>=4.182303 12 3.998942e+09 201775.00 *
##                                    177219) sdbedrooms>=1.124351 7 8.412597e+09 217542.90 *
##                                 44305) sdrooms>=4.596406 71 4.424198e+10 195733.80  
##                                   88610) longitude< -117.855 62 3.675418e+10 191985.50  
##                                    177220) latitude< 33.825 47 1.667642e+10 186523.40  
##                                      354440) population< 1008 7 2.189380e+09 167400.00 *
##                                      354441) population>=1008 40 1.147912e+10 189870.00  
##                                        708882) medianIncome< 4.1141 29 3.674602e+09 184131.00 *
##                                        708883) medianIncome>=4.1141 11 4.331300e+09 205000.00 *
##                                    177221) latitude>=33.825 15 1.428194e+10 209100.00 *
##                                   88611) longitude>=-117.855 9 6.158422e+08 221555.60 *
##                               22153) sdrooms>=5.202994 96 1.263718e+11 221047.90  
##                                 44306) population< 2137 81 7.659522e+10 214127.20  
##                                   88612) medianIncome< 4.58975 56 4.363932e+10 206907.10  
##                                    177224) housingMedianAge>=28.5 33 1.348128e+10 198293.90  
##                                      354448) latitude< 33.765 7 1.031337e+09 177442.90 *
##                                      354449) latitude>=33.765 26 8.587198e+09 203907.70  
##                                        708898) medianIncome>=4.39555 9 1.167996e+09 189177.80 *
##                                        708899) medianIncome< 4.39555 17 4.432669e+09 211705.90 *
##                                    177225) housingMedianAge< 28.5 23 2.419725e+10 219265.20  
##                                      354450) sdrooms< 5.647069 13 8.774069e+09 202807.70 *
##                                      354451) sdrooms>=5.647069 10 7.324764e+09 240660.00 *
##                                   88613) medianIncome>=4.58975 25 2.349768e+10 230300.00  
##                                    177226) sdbedrooms>=0.9880982 17 1.108388e+10 218735.30 *
##                                    177227) sdbedrooms< 0.9880982 8 5.308735e+09 254875.00 *
##                                 44307) population>=2137 15 2.494686e+10 258420.00 *
##                             11077) latitude< 33.695 60 3.479562e+11 266360.00  
##                               22154) sdbedrooms>=1.058694 30 1.395361e+11 240450.00  
##                                 44308) housingMedianAge< 24.5 22 5.878749e+10 216304.50  
##                                   88616) sdrooms< 4.444168 11 1.937768e+10 203027.30 *
##                                   88617) sdrooms>=4.444168 11 3.553152e+10 229581.80 *
##                                 44309) housingMedianAge>=24.5 8 3.265084e+10 306850.00 *
##                               22155) sdbedrooms< 1.058694 30 1.681404e+11 292270.00  
##                                 44310) population>=826.5 23 7.287911e+10 273587.00  
##                                   88620) latitude< 33.665 9 1.784963e+10 247688.90 *
##                                   88621) latitude>=33.665 14 4.511255e+10 290235.70 *
##                                 44311) population< 826.5 7 6.085417e+10 353657.30 *
##                            5539) longitude< -118.065 159 1.129502e+12 248235.20  
##                             11078) latitude>=33.775 131 4.927613e+11 226684.00  
##                               22156) longitude>=-118.305 118 4.160408e+11 219510.20  
##                                 44312) longitude< -118.205 46 6.955688e+10 187204.30  
##                                   88624) medianIncome< 4.48995 37 2.125270e+10 175610.80  
##                                    177248) population< 2037 30 1.099704e+10 167926.70  
##                                      354496) sdrooms< 4.190645 11 2.293022e+09 153172.70 *
##                                      354497) sdrooms>=4.190645 19 4.923281e+09 176468.40 *
##                                    177249) population>=2037 7 8.926371e+08 208542.90 *
##                                   88625) medianIncome>=4.48995 9 2.288574e+10 234866.70 *
##                                 44313) longitude>=-118.205 72 2.678030e+11 240150.00  
##                                   88626) longitude>=-118.175 58 1.174753e+11 229724.20  
##                                    177252) medianIncome< 3.6739 13 5.065129e+09 206207.70 *
##                                    177253) medianIncome>=3.6739 45 1.031440e+11 236517.80  
##                                      354506) longitude>=-118.125 27 7.496534e+09 222485.20  
##                                        709012) latitude>=33.815 19 3.924937e+09 216326.30 *
##                                        709013) latitude< 33.815 8 1.139229e+09 237112.50 *
##                                      354507) longitude< -118.125 18 8.235570e+10 257566.70 *
##                                   88627) longitude< -118.175 14 1.179045e+11 283342.90 *
##                               22157) longitude< -118.305 13 1.552656e+10 291800.00 *
##                             11079) latitude< 33.775 28 2.912343e+11 349064.40  
##                               22158) longitude< -118.175 15 6.203715e+10 277073.30 *
##                               22159) longitude>=-118.175 13 6.175567e+10 432131.00 *
##                        1385) latitude>=34.105 191 1.255179e+12 245133.00  
##                          2770) longitude>=-118.005 51 8.252185e+10 182351.00  
##                            5540) medianIncome< 4.2213 30 2.500081e+10 161513.30  
##                             11080) latitude< 34.135 22 4.790048e+09 150131.80 *
##                             11081) latitude>=34.135 8 9.523809e+09 192812.50 *
##                            5541) medianIncome>=4.2213 21 2.588591e+10 212119.00  
##                             11082) population< 1230.5 8 5.002575e+09 188825.00 *
##                             11083) population>=1230.5 13 1.387111e+10 226453.80 *
##                          2771) longitude< -118.005 140 8.984071e+11 268003.60  
##                            5542) latitude>=34.115 125 6.434242e+11 258472.80  
##                             11084) sdrooms< 5.930784 108 3.954514e+11 247469.40  
##                               22168) sdrooms< 4.240347 23 2.138213e+10 207165.20  
##                                 44336) sdrooms< 3.93719 16 1.148898e+10 198887.50 *
##                                 44337) sdrooms>=3.93719 7 6.290929e+09 226085.70 *
##                               22169) sdrooms>=4.240347 85 3.265977e+11 258375.30  
##                                 44338) housingMedianAge>=39.5 40 9.889545e+10 234892.50  
##                                   88676) latitude>=34.175 19 2.753061e+10 209642.10 *
##                                   88677) latitude< 34.175 21 4.829043e+10 257738.10  
##                                    177354) latitude< 34.155 14 2.459377e+10 242292.90 *
##                                    177355) latitude>=34.155 7 1.367733e+10 288628.60 *
##                                 44339) housingMedianAge< 39.5 45 1.860378e+11 279248.90  
##                                   88678) latitude>=34.245 7 1.051919e+10 218314.30 *
##                                   88679) latitude< 34.245 38 1.447396e+11 290473.70  
##                                    177358) housingMedianAge< 35.5 24 4.623236e+10 269550.00  
##                                      354716) latitude< 34.155 12 1.252381e+10 245958.30 *
##                                      354717) latitude>=34.155 12 2.035095e+10 293141.70 *
##                                    177359) housingMedianAge>=35.5 14 6.998763e+10 326342.90 *
##                             11085) sdrooms>=5.930784 17 1.518256e+11 328376.60 *
##                            5543) latitude< 34.115 15 1.490081e+11 347426.70 *
##                       693) latitude< 33.625 16 1.139023e+11 439181.80 *
##                     347) longitude< -118.335 631 5.959562e+12 272069.20  
##                       694) latitude>=34.165 347 1.406928e+12 224830.80  
##                        1388) longitude>=-119.225 297 6.398780e+11 209676.80  
##                          2776) latitude>=34.185 245 4.363826e+11 202062.00  
##                            5552) longitude>=-118.465 105 9.169333e+10 179290.50  
##                             11104) latitude>=34.225 73 3.787339e+10 170389.00  
##                               22208) sdrooms< 4.878445 32 4.131599e+09 152356.20 *
##                               22209) sdrooms>=4.878445 41 1.521438e+10 184463.40  
##                                 44418) population>=829.5 34 8.948684e+09 180444.10 *
##                                 44419) population< 829.5 7 3.048589e+09 203985.70 *
##                             11105) latitude< 34.225 32 3.484055e+10 199596.90  
##                               22210) medianIncome< 3.9969 20 1.218465e+10 187440.00  
##                                 44420) longitude>=-118.395 7 5.590143e+08 167771.40 *
##                                 44421) longitude< -118.395 13 7.459528e+09 198030.80 *
##                               22211) medianIncome>=3.9969 12 1.477379e+10 219858.30 *
##                            5553) longitude< -118.465 140 2.494068e+11 219140.70  
##                             11106) sdrooms< 4.038503 7 1.931610e+10 159557.10 *
##                             11107) sdrooms>=4.038503 133 2.039313e+11 222276.70  
##                               22214) longitude< -118.555 93 6.484821e+10 214133.30  
##                                 44428) latitude>=34.245 44 2.825649e+10 203902.30  
##                                   88856) sdrooms< 4.706522 7 2.065537e+09 181457.10 *
##                                   88857) sdrooms>=4.706522 37 2.199729e+10 208148.60  
##                                    177714) housingMedianAge< 10.5 8 5.754420e+09 189500.00 *
##                                    177715) housingMedianAge>=10.5 29 1.269320e+10 213293.10 *
##                                 44429) latitude< 34.245 49 2.785032e+10 223320.40  
##                                   88858) housingMedianAge>=33 20 6.568650e+09 209345.00  
##                                    177716) population< 920.5 8 1.291075e+09 196325.00 *
##                                    177717) population>=920.5 12 3.017302e+09 218025.00 *
##                                   88859) housingMedianAge< 33 29 1.468147e+10 232958.60 *
##                               22215) longitude>=-118.555 40 1.185771e+11 241210.00  
##                                 44430) population< 2097.5 31 2.329419e+10 228038.70  
##                                   88860) sdrooms< 6.035823 24 8.545838e+09 220291.70  
##                                    177720) longitude< -118.515 9 1.952920e+09 207266.70 *
##                                    177721) longitude>=-118.515 15 4.149949e+09 228106.70 *
##                                   88861) sdrooms>=6.035823 7 8.369440e+09 254600.00 *
##                                 44431) population>=2097.5 9 7.138080e+10 286577.80 *
##                          2777) latitude< 34.185 52 1.223567e+11 245553.80  
##                            5554) longitude< -118.745 14 1.824972e+10 202814.30 *
##                            5555) longitude>=-118.745 38 6.911186e+10 261300.00  
##                             11110) housingMedianAge>=39.5 9 4.364516e+09 214177.80 *
##                             11111) housingMedianAge< 39.5 29 3.856071e+10 275924.10  
##                               22222) longitude< -118.445 16 1.044166e+10 257418.80 *
##                               22223) longitude>=-118.445 13 1.589624e+10 298700.00 *
##                        1389) longitude< -119.225 50 2.937082e+11 314846.10  
##                          2778) sdrooms< 5.019059 24 6.630357e+10 277566.70  
##                            5556) longitude>=-119.525 9 1.242474e+10 233633.30 *
##                            5557) longitude< -119.525 15 2.608485e+10 303926.70 *
##                          2779) sdrooms>=5.019059 26 1.632622e+11 349257.80  
##                            5558) sdbedrooms< 1.077823 10 2.385848e+10 296160.00 *
##                            5559) sdbedrooms>=1.077823 16 9.358882e+10 382443.90 *
##                       695) latitude< 34.165 284 2.832235e+12 329786.40  
##                        1390) longitude>=-118.375 109 8.032604e+11 271229.40  
##                          2780) latitude< 34.055 82 2.823656e+11 242646.30  
##                            5560) latitude>=33.895 51 1.088913e+11 215656.90  
##                             11120) sdrooms< 4.826239 30 5.580272e+10 200930.00  
##                               22240) latitude>=33.915 20 3.504702e+10 184500.00  
##                                 44480) sdrooms< 4.304266 10 7.550609e+09 169110.00 *
##                                 44481) sdrooms>=4.304266 10 2.275937e+10 199890.00 *
##                               22241) latitude< 33.915 10 4.559009e+09 233790.00 *
##                             11121) sdrooms>=4.826239 21 3.728731e+10 236695.20  
##                               22242) housingMedianAge>=35 14 1.699755e+10 224328.60 *
##                               22243) housingMedianAge< 35 7 1.386651e+10 261428.60 *
##                            5561) latitude< 33.895 31 7.520644e+10 287048.40  
##                             11122) latitude>=33.855 24 3.288421e+10 267404.20  
##                               22244) medianIncome< 4.41355 16 6.974458e+09 248212.50 *
##                               22245) medianIncome>=4.41355 8 8.230389e+09 305787.50 *
##                             11123) latitude< 33.855 7 1.307060e+09 354400.00 *
##                          2781) latitude>=34.055 27 2.504405e+11 358037.20  
##                            5562) latitude>=34.155 7 6.146737e+09 266442.90 *
##                            5563) latitude< 34.155 20 1.650128e+11 390095.20  
##                             11126) sdrooms< 4.398212 12 9.239111e+10 348575.10 *
##                             11127) sdrooms>=4.398212 8 2.090410e+10 452375.40 *
##                        1391) longitude< -118.375 175 1.422428e+12 366259.00  
##                          2782) latitude>=34.155 20 6.798093e+10 289245.00  
##                            5564) population>=1421 8 1.989510e+10 237700.00 *
##                            5565) population< 1421 12 1.266067e+10 323608.30 *
##                          2783) latitude< 34.155 155 1.220517e+12 376196.30  
##                            5566) sdrooms< 4.494426 82 6.436693e+11 348479.40  
##                             11132) latitude< 34.055 74 5.188403e+11 337806.80  
##                               22264) longitude>=-118.475 63 3.998816e+11 322731.80  
##                                 44528) latitude>=33.985 54 2.734392e+11 310225.90  
##                                   89056) longitude>=-118.395 14 1.137881e+11 261657.10 *
##                                   89057) longitude< -118.395 40 1.150673e+11 327225.00  
##                                    178114) sdrooms< 3.577456 11 1.579562e+10 291272.70 *
##                                    178115) sdrooms>=3.577456 29 7.966031e+10 340862.10  
##                                      356230) latitude< 34.005 9 8.631229e+09 307088.90 *
##                                      356231) latitude>=34.005 20 5.614386e+10 356060.00  
##                                        712462) sdbedrooms< 1.080371 8 6.373039e+09 331537.50 *
##                                        712463) sdbedrooms>=1.080371 12 4.175274e+10 372408.40 *
##                                 44529) latitude< 33.985 9 6.732451e+10 397767.00 *
##                               22265) longitude< -118.475 11 2.264346e+10 424145.50 *
##                             11133) latitude>=34.055 8 3.843307e+10 447200.60 *
##                            5567) sdrooms>=4.494426 73 4.430921e+11 407330.40  
##                             11134) latitude< 34.005 24 1.009345e+11 365716.80  
##                               22268) housingMedianAge>=40.5 8 3.382419e+09 312637.50 *
##                               22269) housingMedianAge< 40.5 16 6.374319e+10 392256.40 *
##                             11135) latitude>=34.005 49 2.802406e+11 427712.60  
##                               22270) latitude>=34.095 14 7.543990e+10 386557.20 *
##                               22271) latitude< 34.095 35 1.716029e+11 444174.80  
##                                 44542) latitude< 34.045 24 1.278344e+11 421367.00  
##                                   89084) longitude>=-118.425 9 3.912814e+10 372500.10 *
##                                   89085) longitude< -118.425 15 5.431943e+10 450687.10 *
##                                 44543) latitude>=34.045 11 4.044555e+09 493937.20 *
##                  87) longitude< -122.175 286 2.147601e+12 280709.50  
##                   174) latitude>=37.605 216 1.490544e+12 261809.30  
##                     348) longitude>=-122.37 59 1.772988e+11 185459.30  
##                       696) longitude< -122.315 24 1.565892e+10 149375.00  
##                        1392) medianIncome< 3.9442 16 5.125129e+09 139493.80 *
##                        1393) medianIncome>=3.9442 8 5.847119e+09 169137.50 *
##                       697) longitude>=-122.315 35 1.089615e+11 210202.90  
##                        1394) medianIncome< 4.47365 25 5.406732e+10 191400.00  
##                          2788) latitude< 37.795 10 2.754734e+10 165350.00 *
##                          2789) latitude>=37.795 15 1.520993e+10 208766.70 *
##                        1395) medianIncome>=4.47365 10 2.395879e+10 257210.00 *
##                     349) longitude< -122.37 157 8.400679e+11 290501.30  
##                       698) latitude< 37.745 92 2.392768e+11 259558.70  
##                        1396) sdrooms< 5.951192 85 1.899947e+11 254860.00  
##                          2792) sdrooms< 4.004343 10 5.034287e+10 213990.00 *
##                          2793) sdrooms>=4.004343 75 1.207211e+11 260309.30  
##                            5586) longitude>=-122.415 19 8.599709e+09 232694.70 *
##                            5587) longitude< -122.415 56 9.271683e+10 269678.60  
##                             11174) population< 2152 45 5.901784e+10 263211.10  
##                               22348) sdrooms< 4.521401 8 4.719599e+09 236237.50 *
##                               22349) sdrooms>=4.521401 37 4.721913e+10 269043.20  
##                                 44698) sdrooms>=4.719122 30 1.912305e+10 262740.00  
##                                   89396) sdbedrooms>=0.9784243 23 1.173257e+10 256882.60  
##                                    178792) sdbedrooms< 1.011267 8 1.740879e+09 241137.50 *
##                                    178793) sdbedrooms>=1.011267 15 6.950684e+09 265280.00 *
##                                   89397) sdbedrooms< 0.9784243 7 4.008589e+09 281985.70 *
##                                 44699) sdrooms< 4.719122 7 2.179590e+10 296057.10 *
##                             11175) population>=2152 11 2.411657e+10 296136.40 *
##                        1397) sdrooms>=5.951192 7 2.461811e+10 316614.30 *
##                       699) latitude>=37.745 65 3.880322e+11 334297.00  
##                        1398) housingMedianAge< 19.5 7 5.744091e+10 254671.40 *
##                        1399) housingMedianAge>=19.5 58 2.808533e+11 343906.90  
##                          2798) housingMedianAge>=30.5 49 1.606733e+11 330002.10  
##                            5596) population>=628.5 41 9.035736e+10 320412.20  
##                             11192) sdrooms>=4.707853 29 3.575605e+10 309948.30  
##                               22384) sdrooms< 5.192523 12 8.971589e+09 291158.30 *
##                               22385) sdrooms>=5.192523 17 1.955708e+10 323211.80 *
##                             11193) sdrooms< 4.707853 12 4.375227e+10 345700.10 *
##                            5597) population< 628.5 8 4.722124e+10 379150.00 *
##                          2799) housingMedianAge< 30.5 9 5.912563e+10 419611.30 *
##                   175) latitude< 37.605 70 3.418080e+11 339030.10  
##                     350) medianIncome< 3.97105 24 9.515898e+10 313570.90  
##                       700) sdbedrooms< 1.074513 17 4.046189e+10 296023.50 *
##                       701) sdbedrooms>=1.074513 7 3.675038e+10 356185.90 *
##                     351) medianIncome>=3.97105 46 2.229767e+11 352313.10  
##                       702) latitude>=37.475 39 1.602120e+11 341715.40  
##                        1404) sdbedrooms< 1.003745 11 1.931716e+10 300372.70 *
##                        1405) sdbedrooms>=1.003745 28 1.147072e+11 357957.20  
##                          2810) housingMedianAge>=29 21 6.155195e+10 347347.60  
##                            5620) housingMedianAge< 36.5 8 2.152483e+10 316912.50 *
##                            5621) housingMedianAge>=36.5 13 2.805652e+10 366076.90 *
##                          2811) housingMedianAge< 29 7 4.369997e+10 389785.90 *
##                       703) latitude< 37.475 7 3.398093e+10 411357.40 *
##            11) housingMedianAge>=47.5 484 5.950195e+12 292049.30  
##              22) longitude>=-122.305 288 2.658226e+12 247866.30  
##                44) latitude>=34.115 181 1.103765e+12 222231.50  
##                  88) latitude>=37.93 26 5.316193e+10 152011.50  
##                   176) sdbedrooms< 0.9715889 7 5.628234e+09 119071.40 *
##                   177) sdbedrooms>=0.9715889 19 3.714005e+10 164147.40 *
##                  89) latitude< 37.93 155 9.008962e+11 234010.30  
##                   178) medianIncome< 4.6122 139 7.266586e+11 225921.60  
##                     356) sdrooms< 4.229547 7 3.898673e+10 153885.60 *
##                     357) sdrooms>=4.229547 132 6.494213e+11 229741.70  
##                       714) medianIncome< 4.1188 104 5.024622e+11 221489.40  
##                        1428) sdrooms< 6.248556 96 3.521608e+11 216807.30  
##                          2856) sdrooms>=5.580962 16 6.788176e+10 170018.80 *
##                          2857) sdrooms< 5.580962 80 2.422471e+11 226165.00  
##                            5714) sdbedrooms< 1.074571 61 1.385611e+11 216980.30  
##                             11428) longitude>=-122.225 40 7.371012e+10 204572.50  
##                               22856) longitude< -122.145 10 1.769514e+10 170150.00 *
##                               22857) longitude>=-122.145 30 4.021619e+10 216046.70  
##                                 45714) population>=1108.5 9 2.282482e+09 182844.40 *
##                                 45715) population< 1108.5 21 2.376016e+10 230276.20  
##                                   91430) longitude>=-118.225 7 9.569257e+09 212242.90 *
##                                   91431) longitude< -118.225 14 1.077629e+10 239292.90 *
##                             11429) longitude< -122.225 21 4.696293e+10 240614.30  
##                               22858) longitude< -122.275 7 6.753294e+09 206428.60 *
##                               22859) longitude>=-122.275 14 2.793867e+10 257707.10 *
##                            5715) sdbedrooms>=1.074571 19 8.201927e+10 255652.60 *
##                        1429) sdrooms>=6.248556 8 1.229422e+11 277675.10 *
##                       715) medianIncome>=4.1188 28 1.135709e+11 260392.90  
##                        1430) latitude>=35.53 18 3.765964e+10 236838.90 *
##                        1431) latitude< 35.53 10 4.794985e+10 302790.00 *
##                   179) medianIncome>=4.6122 16 8.613492e+10 304281.30 *
##                45) latitude< 34.115 107 1.234314e+12 291230.00  
##                  90) longitude>=-118.325 62 4.970607e+11 245885.50  
##                   180) medianIncome< 4.09025 45 3.075134e+11 223846.70  
##                     360) latitude< 34.095 34 1.600039e+11 200317.60  
##                       720) sdrooms>=5.011799 17 6.119716e+10 166617.60 *
##                       721) sdrooms< 5.011799 17 6.019326e+10 234017.60 *
##                     361) latitude>=34.095 11 7.050674e+10 296572.70 *
##                   181) medianIncome>=4.09025 17 1.098337e+11 304223.60 *
##                  91) longitude< -118.325 45 4.341359e+11 353704.50  
##                   182) medianIncome< 3.40445 11 5.890172e+10 270372.70 *
##                   183) medianIncome>=3.40445 34 2.741350e+11 380664.80  
##                     366) latitude< 34.055 18 1.647419e+11 338183.40 *
##                     367) latitude>=34.055 16 4.036453e+10 428456.40 *
##              23) longitude< -122.305 196 1.903646e+12 356971.10  
##                46) latitude< 37.765 102 4.110411e+11 315900.00  
##                  92) latitude< 37.735 35 1.700476e+11 282705.80  
##                   184) latitude>=37.665 28 8.215450e+09 252746.40 *
##                   185) latitude< 37.665 7 3.617347e+10 402543.10 *
##                  93) latitude>=37.735 67 1.822825e+11 333240.30  
##                   186) longitude>=-122.425 17 4.089971e+10 290105.90 *
##                   187) longitude< -122.425 50 9.899876e+10 347906.00  
##                     374) longitude< -122.465 32 8.660067e+09 328490.60 *
##                     375) longitude>=-122.465 18 5.683128e+10 382422.30 *
##                47) latitude>=37.765 94 1.133848e+12 401537.60  
##                  94) longitude< -122.61 9 3.879196e+10 161955.60 *
##                  95) longitude>=-122.61 85 5.237618e+11 426905.10  
##                   190) longitude< -122.475 17 5.713612e+10 364605.90 *
##                   191) longitude>=-122.475 68 3.841506e+11 442479.90  
##                     382) longitude>=-122.415 12 1.111582e+11 368400.20 *
##                     383) longitude< -122.415 56 1.930275e+11 458354.10  
##                       766) latitude< 37.785 31 1.276631e+11 431580.90  
##                        1532) sdrooms< 4.735847 15 7.212865e+10 401073.40 *
##                        1533) sdrooms>=4.735847 16 2.848582e+10 460181.60 *
##                       767) latitude>=37.785 25 1.558956e+10 491552.80 *
##         3) medianIncome>=5.03515 3105 3.762773e+13 329143.10  
##           6) medianIncome< 6.54555 1983 1.667868e+13 283528.60  
##            12) housingMedianAge< 36.5 1661 1.176478e+13 270452.70  
##              24) medianIncome< 5.5921 818 5.404731e+12 249549.70  
##                48) housingMedianAge< 17.5 320 1.486899e+12 222123.80  
##                  96) sdbedrooms< 0.9992492 67 1.371032e+11 180588.10  
##                   192) longitude>=-121.785 52 7.348022e+10 167286.50  
##                     384) latitude>=34.025 31 2.378817e+10 148222.60  
##                       768) longitude>=-120.435 16 8.056570e+09 133725.00 *
##                       769) longitude< -120.435 15 8.781657e+09 163686.70 *
##                     385) latitude< 34.025 21 2.179412e+10 195428.60  
##                       770) longitude>=-117.685 14 1.027554e+10 186021.40 *
##                       771) longitude< -117.685 7 7.801817e+09 214242.90 *
##                   193) longitude< -121.785 15 2.252794e+10 226700.00 *
##                  97) sdbedrooms>=0.9992492 253 1.203595e+12 233123.30  
##                   194) housingMedianAge< 2.5 7 2.151671e+10 159228.60 *
##                   195) housingMedianAge>=2.5 246 1.142768e+12 235226.00  
##                     390) sdbedrooms< 1.092086 171 6.367165e+11 224575.40  
##                       780) sdrooms>=6.753807 43 1.036774e+11 198737.20  
##                        1560) medianIncome< 5.2484 10 1.299170e+10 158570.00 *
##                        1561) medianIncome>=5.2484 33 6.966253e+10 210909.10  
##                          3122) population>=1591.5 21 2.468521e+10 196147.60  
##                            6244) population< 2549 9 1.067137e+10 174888.90 *
##                            6245) population>=2549 12 6.895889e+09 212091.70 *
##                          3123) population< 1591.5 12 3.239353e+10 236741.70 *
##                       781) sdrooms< 6.753807 128 4.946878e+11 233255.50  
##                        1562) longitude>=-117.165 16 1.362123e+10 187706.20 *
##                        1563) longitude< -117.165 112 4.431286e+11 239762.50  
##                          3126) latitude>=37.77 24 4.096391e+10 212216.70  
##                            6252) latitude< 38.22 11 8.399776e+09 190018.20 *
##                            6253) latitude>=38.22 13 2.255706e+10 231000.00 *
##                          3127) latitude< 37.77 88 3.789877e+11 247275.00  
##                            6254) longitude>=-117.85 34 1.098506e+11 223876.50  
##                             12508) latitude>=33.565 20 2.262043e+10 194950.00  
##                               25016) latitude>=33.875 7 8.088617e+09 173642.90 *
##                               25017) latitude< 33.875 13 9.642643e+09 206423.10 *
##                             12509) latitude< 33.565 14 4.658846e+10 265200.00 *
##                            6255) longitude< -117.85 54 2.388020e+11 262007.40  
##                             12510) latitude>=34.255 34 1.129168e+11 246502.90  
##                               25020) longitude>=-119.47 7 1.478193e+10 195171.40 *
##                               25021) longitude< -119.47 27 7.490849e+10 259811.10  
##                                 50042) latitude>=37.255 18 3.171018e+10 238688.90 *
##                                 50043) latitude< 37.255 9 1.910630e+10 302055.60 *
##                             12511) latitude< 34.255 20 1.038175e+11 288365.00  
##                               25022) medianIncome>=5.31495 11 1.398222e+10 253872.70 *
##                               25023) medianIncome< 5.31495 9 6.075319e+10 330522.30 *
##                     391) sdbedrooms>=1.092086 75 4.424282e+11 259509.30  
##                       782) latitude>=34.205 34 1.728662e+11 232732.40  
##                        1564) longitude>=-121.565 21 8.743257e+10 204852.40  
##                          3128) medianIncome< 5.2818 9 1.306834e+10 173544.40 *
##                          3129) medianIncome>=5.2818 12 5.892629e+10 228333.30 *
##                        1565) longitude< -121.565 13 4.274235e+10 277769.20 *
##                       783) latitude< 34.205 41 2.249676e+11 281714.70  
##                        1566) sdbedrooms< 1.239885 33 1.126776e+11 264884.80  
##                          3132) sdbedrooms>=1.133438 16 1.851878e+10 238900.00 *
##                          3133) sdbedrooms< 1.133438 17 7.318750e+10 289341.20 *
##                        1567) sdbedrooms>=1.239885 8 6.438666e+10 351137.60 *
##                49) housingMedianAge>=17.5 498 3.522470e+12 267172.70  
##                  98) sdbedrooms< 1.053435 358 1.926001e+12 250886.90  
##                   196) longitude>=-121.55 243 1.128129e+12 235786.40  
##                     392) latitude>=35.33 22 7.896694e+10 175190.90  
##                       784) latitude< 38.56 14 7.553864e+09 152478.60 *
##                       785) latitude>=38.56 8 5.155284e+10 214937.50 *
##                     393) latitude< 35.33 221 9.603407e+11 241818.60  
##                       786) longitude>=-118.055 113 3.401626e+11 220689.40  
##                        1572) longitude>=-117.585 33 7.123984e+10 192039.40  
##                          3144) sdbedrooms>=0.9603449 24 2.586638e+10 176045.80  
##                            6288) sdrooms< 6.219073 12 9.291429e+09 159291.70 *
##                            6289) sdrooms>=6.219073 12 9.838100e+09 192800.00 *
##                          3145) sdbedrooms< 0.9603449 9 2.286359e+10 234688.90 *
##                        1573) longitude< -117.585 80 2.306622e+11 232507.50  
##                          3146) latitude>=33.715 72 8.691741e+10 221738.90  
##                            6292) sdrooms< 6.34566 60 3.949318e+10 212580.00  
##                             12584) medianIncome< 5.23945 30 1.194140e+10 204516.70 *
##                             12585) medianIncome>=5.23945 30 2.365073e+10 220643.30  
##                               25170) housingMedianAge>=28.5 20 1.241995e+10 211780.00 *
##                               25171) housingMedianAge< 28.5 10 6.517261e+09 238370.00 *
##                            6293) sdrooms>=6.34566 12 1.722555e+10 267533.30 *
##                          3147) latitude< 33.715 8 6.025142e+10 329425.00 *
##                       787) longitude< -118.055 108 5.169466e+11 263925.90  
##                        1574) latitude>=33.815 96 3.436303e+11 253953.10  
##                          3148) longitude>=-119.235 87 2.994434e+11 248337.90  
##                            6296) latitude>=34.195 39 5.967861e+10 230359.00  
##                             12592) sdrooms< 5.904125 21 1.119110e+10 211600.00  
##                               25184) housingMedianAge< 28.5 8 1.746940e+09 198200.00 *
##                               25185) housingMedianAge>=28.5 13 7.123692e+09 219846.20 *
##                             12593) sdrooms>=5.904125 18 3.247610e+10 252244.40 *
##                            6297) latitude< 34.195 48 2.169155e+11 262945.90  
##                             12594) longitude>=-118.285 23 3.706893e+10 224965.20  
##                               25188) latitude< 33.925 16 1.312167e+10 208168.80 *
##                               25189) latitude>=33.925 7 9.115737e+09 263357.10 *
##                             12595) longitude< -118.285 25 1.161445e+11 297888.00  
##                               25190) sdrooms>=5.359789 18 3.950290e+10 276627.80 *
##                               25191) sdrooms< 5.359789 7 4.758455e+10 352557.30 *
##                          3149) longitude< -119.235 9 1.492674e+10 308233.30 *
##                        1575) latitude< 33.815 12 8.738552e+10 343708.40 *
##                   197) longitude< -121.55 115 6.253790e+11 282794.80  
##                     394) latitude>=37.525 64 2.221369e+11 255860.90  
##                       788) longitude>=-122.285 39 7.975384e+10 227189.70  
##                        1576) latitude>=37.945 18 2.289576e+10 198788.90 *
##                        1577) latitude< 37.945 21 2.989431e+10 251533.30  
##                          3154) longitude>=-122.065 12 8.115249e+09 234941.70 *
##                          3155) longitude< -122.065 9 1.407112e+10 273655.60 *
##                       789) longitude< -122.285 25 6.031087e+10 300588.00  
##                        1578) population< 1519.5 16 2.212210e+10 286581.20 *
##                        1579) population>=1519.5 9 2.946925e+10 325488.90 *
##                     395) latitude< 37.525 51 2.985521e+11 316594.20  
##                       790) longitude>=-122.025 36 1.298276e+11 286163.90  
##                        1580) latitude>=37.355 10 1.129402e+10 243100.00 *
##                        1581) latitude< 37.355 26 9.285585e+10 302727.00  
##                          3162) longitude< -121.905 18 1.694027e+10 291222.20 *
##                          3163) longitude>=-121.905 8 6.817257e+10 328612.60 *
##                       791) longitude< -122.025 15 5.538223e+10 389626.70 *
##                  99) sdbedrooms>=1.053435 140 1.258712e+12 308817.90  
##                   198) sdrooms>=5.069688 127 9.744632e+11 297341.00  
##                     396) housingMedianAge>=34.5 26 1.458669e+11 248538.50  
##                       792) sdbedrooms>=1.115589 7 2.370679e+10 190014.30 *
##                       793) sdbedrooms< 1.115589 19 8.935144e+10 270100.00 *
##                     397) housingMedianAge< 34.5 101 7.507316e+11 309904.00  
##                       794) sdrooms>=5.879249 69 4.402241e+11 291898.60  
##                        1588) sdrooms< 7.506002 61 3.609315e+11 281247.60  
##                          3176) population< 2235 54 2.568347e+11 271100.00  
##                            6352) longitude>=-121.9 38 1.663078e+11 254631.60  
##                             12704) latitude>=34.505 8 9.380089e+09 192587.50 *
##                             12705) latitude< 34.505 30 1.179198e+11 271176.70  
##                               25410) latitude< 33.805 13 2.120723e+10 239330.80 *
##                               25411) latitude>=33.805 17 7.344652e+10 295529.40 *
##                            6353) longitude< -121.9 16 5.574430e+10 310212.50 *
##                          3177) population>=2235 7 5.564072e+10 359528.70 *
##                        1589) sdrooms>=7.506002 8 1.960670e+10 373112.60 *
##                       795) sdrooms< 5.879249 32 2.399038e+11 348728.20  
##                        1590) latitude>=34.065 22 1.303879e+11 331200.00  
##                          3180) population< 1140.5 7 4.310175e+10 290571.40 *
##                          3181) population>=1140.5 15 7.033908e+10 350160.10 *
##                        1591) latitude< 34.065 10 8.788639e+10 387290.30 *
##                   199) sdrooms< 5.069688 13 1.040956e+11 420938.90 *
##              25) medianIncome>=5.5921 843 5.655825e+12 290735.70  
##                50) housingMedianAge< 27.5 633 3.430168e+12 276057.40  
##                 100) sdbedrooms< 1.094828 541 2.241265e+12 268451.20  
##                   200) latitude>=37.945 82 2.216628e+11 237556.10  
##                     400) medianIncome< 6.2696 71 1.326557e+11 227926.80  
##                       800) longitude>=-122.005 37 5.800349e+10 208143.20  
##                        1600) longitude< -121.345 17 3.094652e+10 192652.90 *
##                        1601) longitude>=-121.345 20 1.951056e+10 221310.00 *
##                       801) longitude< -122.005 34 4.441180e+10 249455.90  
##                        1602) sdrooms< 6.472875 9 7.961080e+09 223633.30 *
##                        1603) sdrooms>=6.472875 25 2.828904e+10 258752.00  
##                          3206) longitude>=-122.4 17 1.314294e+10 249141.20 *
##                          3207) longitude< -122.4 8 1.023906e+10 279175.00 *
##                     401) medianIncome>=6.2696 11 3.993075e+10 299709.10 *
##                   201) latitude< 37.945 459 1.927350e+12 273970.60  
##                     402) longitude>=-121.955 418 1.562000e+12 268189.00  
##                       804) longitude>=-117.725 116 5.965075e+11 246973.30  
##                        1608) latitude>=33.78 29 7.701857e+10 188437.90  
##                          3216) latitude>=34.14 8 1.130688e+10 138625.00 *
##                          3217) latitude< 34.14 21 3.829893e+10 207414.30  
##                            6434) medianIncome< 6.07325 13 1.387912e+10 186200.00 *
##                            6435) medianIncome>=6.07325 8 9.061989e+09 241887.50 *
##                        1609) latitude< 33.78 87 3.870019e+11 266485.10  
##                          3218) longitude>=-116.885 7 2.403875e+10 174828.60 *
##                          3219) longitude< -116.885 80 2.990111e+11 274505.00  
##                            6438) longitude>=-117.175 35 4.456622e+10 252314.30  
##                             12876) sdbedrooms< 1.020637 25 2.396564e+10 240892.00  
##                               25752) medianIncome< 6.2699 14 1.103781e+10 227142.90 *
##                               25753) medianIncome>=6.2699 11 6.912949e+09 258390.90 *
##                             12877) sdbedrooms>=1.020637 10 9.184581e+09 280870.00 *
##                            6439) longitude< -117.175 45 2.238049e+11 291764.50  
##                             12878) longitude< -117.275 30 8.176503e+10 268253.30  
##                               25756) sdrooms< 6.548023 19 1.955283e+10 246884.20 *
##                               25757) sdrooms>=6.548023 11 3.854999e+10 305163.60 *
##                             12879) longitude>=-117.275 15 9.229016e+10 338786.80 *
##                       805) longitude< -117.725 302 8.932255e+11 276338.10  
##                        1610) latitude>=34.255 136 3.799284e+11 261298.50  
##                          3220) longitude>=-119.715 42 9.146732e+10 232952.40  
##                            6440) latitude>=34.58 8 3.904539e+09 163937.50 *
##                            6441) latitude< 34.58 34 4.049261e+10 249191.20  
##                             12882) sdbedrooms< 1.034596 20 1.070447e+10 237420.00  
##                               25764) sdbedrooms>=0.9912855 11 2.265747e+09 226545.50 *
##                               25765) sdbedrooms< 0.9912855 9 5.548029e+09 250711.10 *
##                             12883) sdbedrooms>=1.034596 14 2.305805e+10 266007.10 *
##                          3221) longitude< -119.715 94 2.396354e+11 273963.80  
##                            6442) latitude>=36.68 84 1.615395e+11 268035.70  
##                             12884) population< 2790 72 1.142157e+11 262436.10  
##                               25768) longitude>=-121.875 49 8.014024e+10 253255.10  
##                                 51536) sdbedrooms< 1.053076 42 5.359412e+10 246219.00  
##                                  103072) longitude>=-121.75 7 2.926518e+10 217642.90 *
##                                  103073) longitude< -121.75 35 1.746952e+10 251934.30  
##                                    206146) sdrooms< 5.906565 11 6.388849e+09 232909.10 *
##                                    206147) sdrooms>=5.906565 24 5.274260e+09 260654.20 *
##                                 51537) sdbedrooms>=1.053076 7 1.199133e+10 295471.40 *
##                               25769) longitude< -121.875 23 2.114593e+10 281995.70  
##                                 51538) longitude< -121.905 15 1.152056e+10 270013.30 *
##                                 51539) longitude>=-121.905 8 3.433659e+09 304462.50 *
##                             12885) population>=2790 12 3.152059e+10 301633.30 *
##                            6443) latitude< 36.68 10 5.034740e+10 323760.00 *
##                        1611) latitude< 34.255 166 4.573332e+11 288659.70  
##                          3222) longitude>=-118.045 108 2.027302e+11 278784.30  
##                            6444) latitude>=33.665 97 1.373776e+11 274596.90  
##                             12888) housingMedianAge>=25.5 23 1.559147e+10 251587.00  
##                               25776) medianIncome< 6.11745 14 4.449477e+09 237814.30 *
##                               25777) medianIncome>=6.11745 9 4.355429e+09 273011.10 *
##                             12889) housingMedianAge< 25.5 74 1.058237e+11 281748.60  
##                               25778) latitude< 33.895 52 4.015165e+10 273451.90  
##                                 51556) sdrooms< 6.951643 44 3.018335e+10 268586.40  
##                                  103112) sdbedrooms>=1.016861 28 1.469936e+10 261628.60  
##                                    206224) housingMedianAge>=18.5 16 7.097744e+09 253181.20 *
##                                    206225) housingMedianAge< 18.5 12 4.937609e+09 272891.70 *
##                                  103113) sdbedrooms< 1.016861 16 1.175636e+10 280762.50 *
##                                 51557) sdrooms>=6.951643 8 3.197629e+09 300212.50 *
##                               25779) latitude>=33.895 22 5.363205e+10 301359.10  
##                                 51558) longitude>=-117.875 9 2.445922e+09 272355.60 *
##                                 51559) longitude< -117.875 13 3.837393e+10 321438.50 *
##                            6445) latitude< 33.665 11 4.865391e+10 315709.10 *
##                          3223) longitude< -118.045 58 2.244583e+11 307048.30  
##                            6446) sdrooms>=5.795841 40 8.660898e+10 292317.50  
##                             12892) longitude< -118.075 32 5.165816e+10 281284.40  
##                               25784) medianIncome< 6.1174 14 1.875162e+10 257250.00 *
##                               25785) medianIncome>=6.1174 18 1.852945e+10 299977.80 *
##                             12893) longitude>=-118.075 8 1.547404e+10 336450.00 *
##                            6447) sdrooms< 5.795841 18 1.098808e+11 339783.40 *
##                     403) longitude< -121.955 41 2.089266e+11 332914.70  
##                       806) medianIncome< 5.88715 14 2.316290e+10 283778.60 *
##                       807) medianIncome>=5.88715 27 1.344363e+11 358392.70  
##                        1614) housingMedianAge< 16.5 7 1.745739e+10 299085.70 *
##                        1615) housingMedianAge>=16.5 20 8.374025e+10 379150.10  
##                          3230) latitude>=37.615 8 7.854879e+09 342662.50 *
##                          3231) latitude< 37.615 12 5.813411e+10 403475.20 *
##                 101) sdbedrooms>=1.094828 92 9.735530e+11 320784.90  
##                   202) sdrooms>=8.209351 14 3.701241e+10 207942.90 *
##                   203) sdrooms< 8.209351 78 7.262774e+11 341038.60  
##                     406) housingMedianAge< 7.5 23 1.067022e+11 287517.40  
##                       812) sdrooms>=6.552914 12 1.691733e+10 242191.70 *
##                       813) sdrooms< 6.552914 11 3.823743e+10 336963.70 *
##                     407) housingMedianAge>=7.5 55 5.261399e+11 363420.20  
##                       814) sdbedrooms< 1.127171 22 2.248234e+11 316372.80  
##                        1628) housingMedianAge>=16.5 15 1.039404e+11 280826.70 *
##                        1629) housingMedianAge< 16.5 7 6.131687e+10 392543.00 *
##                       815) sdbedrooms>=1.127171 33 2.201565e+11 394785.10  
##                        1630) population< 1450.5 25 1.208366e+11 365240.10  
##                          3260) sdbedrooms< 1.17798 10 2.992650e+10 316050.00 *
##                          3261) sdbedrooms>=1.17798 15 5.058236e+10 398033.50 *
##                        1631) population>=1450.5 8 9.301089e+09 487113.40 *
##                51) housingMedianAge>=27.5 210 1.678177e+12 334980.60  
##                 102) sdbedrooms< 1.046954 151 1.034068e+12 316811.30  
##                   204) longitude>=-122.105 121 7.108451e+11 299738.10  
##                     408) longitude>=-118 22 1.004546e+11 253227.30  
##                       816) sdbedrooms< 1.00369 13 2.806891e+10 236961.50 *
##                       817) sdbedrooms>=1.00369 9 6.397806e+10 276722.30 *
##                     409) longitude< -118 99 5.522232e+11 310073.80  
##                       818) latitude>=37.375 13 2.767636e+10 240400.00 *
##                       819) latitude< 37.375 86 4.518996e+11 320605.90  
##                        1638) sdrooms< 6.699118 79 3.751150e+11 314683.60  
##                          3276) longitude>=-118.355 25 8.062294e+10 288192.00  
##                            6552) sdrooms< 6.20891 16 1.647896e+10 263262.50 *
##                            6553) sdrooms>=6.20891 9 3.652265e+10 332511.10 *
##                          3277) longitude< -118.355 54 2.688243e+11 326948.20  
##                            6554) latitude>=34.165 43 1.377238e+11 308072.10  
##                             13108) latitude< 34.34 14 3.577636e+10 264100.00 *
##                             13109) latitude>=34.34 29 6.180972e+10 329300.00  
##                               26218) sdbedrooms>=1.019097 7 1.560331e+10 296814.30 *
##                               26219) sdbedrooms< 1.019097 22 3.646867e+10 339636.40  
##                                 52438) latitude>=37.285 14 1.431720e+10 323285.70 *
##                                 52439) latitude< 37.285 8 1.185874e+10 368250.00 *
##                            6555) latitude< 34.165 11 5.588732e+10 400736.50 *
##                        1639) sdrooms>=6.699118 7 4.274327e+10 387443.10 *
##                   205) longitude< -122.105 30 1.456917e+11 385673.40  
##                     410) medianIncome< 6.0829 14 4.645001e+10 339471.40 *
##                     411) medianIncome>=6.0829 16 4.320778e+10 426100.20 *
##                 103) sdbedrooms>=1.046954 59 4.666827e+11 381481.50  
##                   206) longitude>=-118.375 21 1.472166e+11 343657.30  
##                     412) population< 864.5 14 5.263004e+10 315457.20 *
##                     413) population>=864.5 7 6.118630e+10 400057.40 *
##                   207) longitude< -118.375 38 2.728186e+11 402384.40  
##                     414) latitude>=34.145 25 1.693173e+11 371200.20  
##                       828) sdbedrooms< 1.117885 18 9.260783e+10 354266.70 *
##                       829) sdbedrooms>=1.117885 7 5.827609e+10 414743.30 *
##                     415) latitude< 34.145 13 3.243707e+10 462354.20 *
##            13) housingMedianAge>=36.5 322 3.164933e+12 350979.30  
##              26) medianIncome< 5.7032 186 1.636538e+12 324271.60  
##                52) longitude>=-122.295 153 1.252022e+12 311822.30  
##                 104) sdbedrooms< 0.9277427 8 4.142589e+10 223887.50 *
##                 105) sdbedrooms>=0.9277427 145 1.145323e+12 316673.80  
##                   210) latitude>=33.78 137 1.016786e+12 312162.10  
##                     420) longitude>=-118.365 62 3.877134e+11 286006.50  
##                       840) latitude< 34.105 30 1.004423e+11 234366.70  
##                        1680) housingMedianAge< 45.5 20 3.811017e+10 218615.00  
##                          3360) medianIncome>=5.2151 10 8.882361e+09 198230.00 *
##                          3361) medianIncome< 5.2151 10 2.091684e+10 239000.00 *
##                        1681) housingMedianAge>=45.5 10 4.744524e+10 265870.00 *
##                       841) latitude>=34.105 32 1.322710e+11 334418.80  
##                        1682) latitude>=34.185 7 1.834073e+10 278685.70 *
##                        1683) latitude< 34.185 25 8.609901e+10 350024.00  
##                          3366) medianIncome>=5.41725 10 1.151906e+10 313750.00 *
##                          3367) medianIncome< 5.41725 15 5.264989e+10 374206.70 *
##                     421) longitude< -118.365 75 5.515938e+11 333784.10  
##                       842) latitude>=34.185 49 2.189705e+11 295353.10  
##                        1684) latitude>=37.88 11 2.603157e+10 251790.90 *
##                        1685) latitude< 37.88 38 1.660221e+11 307963.20  
##                          3370) population< 983.5 31 1.249733e+11 296951.60  
##                            6740) medianIncome< 5.41485 24 9.770217e+10 284787.50  
##                             13480) longitude>=-122.215 17 4.821489e+10 266594.10 *
##                             13481) longitude< -122.215 7 3.019475e+10 328971.40 *
##                            6741) medianIncome>=5.41485 7 1.154448e+10 338657.10 *
##                          3371) population>=983.5 7 2.064349e+10 356728.60 *
##                       843) latitude< 34.185 26 1.238632e+11 406211.70  
##                        1686) sdbedrooms< 0.9980695 8 2.227606e+10 353450.00 *
##                        1687) sdbedrooms>=0.9980695 18 6.941875e+10 429661.40 *
##                   211) latitude< 33.78 8 7.799064e+10 393937.90 *
##                53) longitude< -122.295 33 2.508620e+11 381991.10  
##                 106) housingMedianAge< 46.5 14 6.429031e+10 328207.10 *
##                 107) housingMedianAge>=46.5 19 1.162330e+11 421621.40 *
##              27) medianIncome>=5.7032 136 1.214269e+12 387506.10  
##                54) population< 292 9 1.955410e+11 269555.80 *
##                55) population>=292 127 8.846443e+11 395864.70  
##                 110) latitude>=34.155 66 4.902087e+11 368059.20  
##                   220) longitude>=-122.39 49 2.829100e+11 339857.20  
##                     440) longitude>=-121.27 15 1.323146e+11 307786.70 *
##                     441) longitude< -121.27 34 1.283613e+11 354005.90  
##                       882) sdbedrooms< 1.062357 24 6.958878e+10 335954.20  
##                        1764) population< 828.5 9 2.561960e+10 305644.40 *
##                        1765) population>=828.5 15 3.074020e+10 354140.00 *
##                       883) sdbedrooms>=1.062357 10 3.218193e+10 397330.10 *
##                   221) longitude< -122.39 17 5.599391e+10 449347.50 *
##                 111) latitude< 34.155 61 2.881977e+11 425949.40  
##                   222) longitude>=-118.415 46 2.310759e+11 414067.60  
##                     444) housingMedianAge< 48.5 31 1.682165e+11 396274.30  
##                       888) longitude>=-118.375 14 7.252548e+10 364492.90 *
##                       889) longitude< -118.375 17 6.990491e+10 422447.20 *
##                     445) housingMedianAge>=48.5 15 3.276129e+10 450840.30 *
##                   223) longitude< -118.415 15 3.071213e+10 462387.00 *
##           7) medianIncome>=6.54555 1122 9.530861e+12 409761.20  
##            14) medianIncome< 7.81515 569 4.554581e+12 364621.10  
##              28) housingMedianAge< 26.5 356 2.148649e+12 333757.70  
##                56) sdbedrooms< 1.030796 207 8.265221e+11 317365.20  
##                 112) longitude>=-122.035 189 6.496536e+11 311699.50  
##                   224) sdbedrooms< 0.9559794 35 1.140015e+11 271560.00  
##                     448) longitude< -118.73 15 5.752287e+10 243473.30 *
##                     449) longitude>=-118.73 20 3.577104e+10 292625.00  
##                       898) longitude>=-117.735 11 2.341444e+10 275900.00 *
##                       899) longitude< -117.735 9 5.518860e+09 313066.70 *
##                   225) sdbedrooms>=0.9559794 154 4.664446e+11 320822.10  
##                     450) longitude>=-117.89 51 1.398023e+11 295151.00  
##                       900) medianIncome< 6.98355 29 3.242942e+10 277372.40  
##                        1800) longitude>=-117.35 7 5.922437e+09 254057.10 *
##                        1801) longitude< -117.35 22 2.149102e+10 284790.90  
##                          3602) housingMedianAge>=14.5 15 8.616964e+09 272620.00 *
##                          3603) housingMedianAge< 14.5 7 5.890734e+09 310871.40 *
##                       901) medianIncome>=6.98355 22 8.612385e+10 318586.40  
##                        1802) latitude>=33.59 15 3.639001e+10 296133.30 *
##                        1803) latitude< 33.59 7 2.596721e+10 366700.10 *
##                     451) longitude< -117.89 103 2.763915e+11 333533.00  
##                       902) latitude>=37.365 29 5.308426e+10 302327.60  
##                        1804) population< 1020 11 1.153853e+10 271245.50 *
##                        1805) population>=1020 18 2.442431e+10 321322.20 *
##                       903) latitude< 37.365 74 1.840008e+11 345762.20  
##                        1806) medianIncome< 7.0551 40 1.167298e+11 332197.50  
##                          3612) longitude< -118.545 18 3.653066e+10 311672.20 *
##                          3613) longitude>=-118.545 22 6.641152e+10 348991.00  
##                            7226) population< 2187.5 14 2.481284e+10 330214.30 *
##                            7227) population>=2187.5 8 2.802500e+10 381850.10 *
##                        1807) medianIncome>=7.0551 34 5.125217e+10 361720.60  
##                          3614) population>=1715 14 1.343076e+10 346750.00 *
##                          3615) population< 1715 20 3.248738e+10 372200.00  
##                            7230) medianIncome< 7.39915 11 8.589136e+09 360618.20 *
##                            7231) medianIncome>=7.39915 9 2.061927e+10 386355.70 *
##                 113) longitude< -122.035 18 1.070975e+11 376855.70 *
##                57) sdbedrooms>=1.030796 149 1.189228e+12 356531.10  
##                 114) housingMedianAge< 18.5 105 6.893702e+11 337038.20  
##                   228) sdbedrooms< 1.06133 36 1.648442e+11 308819.50  
##                     456) sdbedrooms>=1.038086 29 9.670475e+10 292644.80  
##                       912) housingMedianAge>=10 17 6.035240e+10 270329.40 *
##                       913) housingMedianAge< 10 12 1.589377e+10 324258.30 *
##                     457) sdbedrooms< 1.038086 7 2.912086e+10 375828.70 *
##                   229) sdbedrooms>=1.06133 69 4.809027e+11 351761.00  
##                     458) medianIncome< 7.453 54 3.349777e+11 339568.60  
##                       916) sdrooms>=9.276739 7 2.955466e+10 271742.90 *
##                       917) sdrooms< 9.276739 47 2.684246e+11 349670.30  
##                        1834) sdrooms< 8.560451 40 1.793038e+11 338832.60  
##                          3668) latitude< 33.925 19 5.451410e+10 309889.50 *
##                          3669) latitude>=33.925 21 9.447286e+10 365019.20  
##                            7338) latitude>=37.195 13 2.285246e+10 333615.40 *
##                            7339) latitude< 37.195 8 3.796636e+10 416050.40 *
##                        1835) sdrooms>=8.560451 7 5.757517e+10 411600.40 *
##                     459) medianIncome>=7.453 15 1.089992e+11 395653.70 *
##                 115) housingMedianAge>=18.5 44 3.647521e+11 403048.10  
##                   230) sdrooms>=7.46821 17 9.282697e+10 354253.00 *
##                   231) sdrooms< 7.46821 27 2.059638e+11 433770.90  
##                     462) population< 668.5 7 9.328162e+10 372571.90 *
##                     463) population>=668.5 20 7.728886e+10 455190.60  
##                       926) housingMedianAge< 24.5 13 6.006220e+10 436277.30 *
##                       927) housingMedianAge>=24.5 7 3.940265e+09 490315.10 *
##              29) housingMedianAge>=26.5 213 1.500052e+12 416205.00  
##                58) latitude>=37.61 40 2.145443e+11 365105.10  
##                 116) longitude>=-122.41 31 1.314318e+11 345451.60  
##                   232) sdrooms< 6.742063 8 2.327935e+10 280212.50 *
##                   233) sdrooms>=6.742063 23 6.226018e+10 368143.50  
##                     466) population>=767 15 3.647306e+10 354013.30 *
##                     467) population< 767 8 1.717674e+10 394637.50 *
##                 117) longitude< -122.41 9 2.989458e+10 432800.30 *
##                59) latitude< 37.61 173 1.156910e+12 428020.00  
##                 118) longitude>=-117.91 24 2.145605e+11 356721.00  
##                   236) latitude>=33.67 12 3.754812e+10 301775.00 *
##                   237) latitude< 33.67 12 1.045549e+11 411667.00 *
##                 119) longitude< -117.91 149 8.006922e+11 439504.40  
##                   238) longitude>=-122.055 118 7.096350e+11 428265.60  
##                     476) latitude>=34.145 50 2.288876e+11 403498.10  
##                       952) sdrooms< 6.580794 18 6.088328e+10 348883.30 *
##                       953) sdrooms>=6.580794 32 8.411373e+10 434219.00  
##                        1906) medianIncome< 6.85985 14 3.774903e+10 402814.40 *
##                        1907) medianIncome>=6.85985 18 2.181816e+10 458644.70 *
##                     477) latitude< 34.145 68 4.275235e+11 446477.00  
##                       954) longitude>=-118.405 51 3.625876e+11 428635.60  
##                        1908) sdrooms< 5.716681 8 1.166315e+11 358237.60 *
##                        1909) sdrooms>=5.716681 43 1.989328e+11 441733.00  
##                          3818) longitude>=-118.145 18 1.018126e+11 414255.80 *
##                          3819) longitude< -118.145 25 7.374562e+10 461516.50  
##                            7638) latitude< 34.02 16 5.561997e+10 441800.20 *
##                            7639) latitude>=34.02 9 8.487749e+08 496567.60 *
##                       955) longitude< -118.405 17 0.000000e+00 500001.00 *
##                   239) longitude< -122.055 31 1.941842e+10 482284.50  
##                     478) population>=1352 7 2.810477e+09 458771.60 *
##                     479) population< 1352 24 1.160919e+10 489142.40  
##                       958) longitude< -122.155 10 8.717974e+09 477910.60 *
##                       959) longitude>=-122.155 14 7.285802e+08 497165.10 *
##            15) medianIncome>=7.81515 553 2.623915e+12 456207.30  
##              30) medianIncome< 9.0788 271 1.501310e+12 430448.70  
##                60) housingMedianAge< 29.5 159 8.888456e+11 399836.10  
##                 120) longitude>=-118.07 66 2.373473e+11 373188.00  
##                   240) sdrooms< 8.927196 59 1.692554e+11 364188.20  
##                     480) population< 918 15 7.120167e+10 331786.70 *
##                     481) population>=918 44 7.693733e+10 375234.10  
##                       962) medianIncome< 8.77915 36 4.460083e+10 368352.80  
##                        1924) latitude>=33.56 28 2.635977e+10 361310.70  
##                          3848) latitude< 33.705 11 5.907462e+09 337827.30 *
##                          3849) latitude>=33.705 17 1.046093e+10 376505.90 *
##                        1925) latitude< 33.56 8 1.199264e+10 393000.00 *
##                       963) medianIncome>=8.77915 8 2.296065e+10 406200.10 *
##                   241) sdrooms>=8.927196 7 2.303496e+10 449043.30 *
##                 121) longitude< -118.07 93 5.713691e+11 418747.60  
##                   242) latitude>=34.135 78 4.571694e+11 403413.00  
##                     484) longitude>=-121.485 33 2.658778e+11 370782.00  
##                       968) latitude>=34.895 10 5.984532e+10 284940.00 *
##                       969) latitude< 34.895 23 1.003056e+11 408104.60  
##                        1938) medianIncome< 8.5471 15 3.697653e+10 372666.70 *
##                        1939) medianIncome>=8.5471 8 9.170775e+09 474550.60 *
##                     485) longitude< -121.485 45 1.303859e+11 427342.40  
##                       970) latitude>=37.815 15 3.043296e+10 389580.00 *
##                       971) latitude< 37.815 30 6.786792e+10 446223.60  
##                        1942) population>=1298 14 1.946593e+10 420428.60 *
##                        1943) population< 1298 16 3.093573e+10 468794.20 *
##                   243) latitude< 34.135 15 4.809797e+08 498487.60 *
##                61) housingMedianAge>=29.5 112 2.519260e+11 473907.80  
##                 122) latitude>=37.805 22 5.695861e+10 434050.20  
##                   244) sdbedrooms< 1.031657 13 2.358685e+10 409792.30 *
##                   245) sdbedrooms>=1.031657 9 1.467224e+10 469089.40 *
##                 123) latitude< 37.805 90 1.514743e+11 483650.80  
##                   246) sdbedrooms< 1.032476 49 1.309183e+11 472812.90  
##                     492) medianIncome< 8.10515 21 9.909855e+10 450352.90  
##                       984) housingMedianAge< 35.5 8 4.075518e+10 405212.60 *
##                       985) housingMedianAge>=35.5 13 3.201078e+10 478131.50 *
##                     493) medianIncome>=8.10515 28 1.328110e+10 489657.90  
##                       986) sdbedrooms< 0.9659991 7 6.256877e+09 468614.70 *
##                       987) sdbedrooms>=0.9659991 21 2.891269e+09 496672.30 *
##                   247) sdbedrooms>=1.032476 41 7.921961e+09 496603.30 *
##              31) medianIncome>=9.0788 282 7.700007e+11 480961.10  
##                62) population< 56.5 7 1.188895e+11 303543.00 *
##                63) population>=56.5 275 4.251624e+11 485477.20  
##                 126) housingMedianAge< 18.5 73 2.422440e+11 464059.50  
##                   252) medianIncome< 11.06295 50 2.043246e+11 452074.50  
##                     504) sdbedrooms< 0.9643377 7 4.738186e+10 388343.00 *
##                     505) sdbedrooms>=0.9643377 43 1.238824e+11 462449.30  
##                      1010) longitude>=-121.82 32 1.048125e+11 451881.60  
##                        2020) population< 1479 18 8.112218e+10 434428.10 *
##                        2021) population>=1479 14 1.115713e+10 474321.90 *
##                      1011) longitude< -121.82 11 5.100145e+09 493191.80 *
##                   253) medianIncome>=11.06295 23 1.512434e+10 490113.80  
##                     506) population< 773 7 1.100955e+10 470372.00 *
##                     507) population>=773 16 1.930350e+08 498750.90 *
##                 127) housingMedianAge>=18.5 202 1.373304e+11 493217.20  
##                   254) sdrooms< 6.286722 12 5.995560e+10 453675.70 *
##                   255) sdrooms>=6.286722 190 5.742733e+10 495714.60  
##                     510) medianIncome< 10.1328 54 4.424725e+10 486774.90  
##                      1020) longitude>=-117.93 9 1.273603e+10 456011.40 *
##                      1021) longitude< -117.93 45 2.129024e+10 492927.50  
##                        2042) population< 884 12 1.620078e+10 478359.00 *
##                        2043) population>=884 33 1.616411e+09 498225.20 *
##                     511) medianIncome>=10.1328 136 7.150874e+09 499264.20 *
## 
## Call:
##  randomForest(formula = medianHouseValue ~ longitude + latitude +      housingMedianAge + sdrooms + sdbedrooms + population + medianIncome,      data = cahousing_train, importance = TRUE) 
##                Type of random forest: regression
##                      Number of trees: 500
## No. of variables tried at each split: 2
## 
##           Mean of squared residuals: 2709298892
##                     % Var explained: 79.54
## Distribution not specified, assuming gaussian ...
## gbm(formula = medianHouseValue ~ longitude + latitude + housingMedianAge + 
##     sdrooms + sdbedrooms + population + medianIncome, data = cahousing_train)
## A gradient boosted model with gaussian loss function.
## 100 iterations were performed.
## There were 7 predictors of which 6 had non-zero influence.

Now, we estimate their RMSE to find out which model is our best predictive model.

## [1] 72985.15
## [1] 70109.68
## [1] 59942.64
## [1] 51163.03
## [1] 74194.08

According to our results, we can find the Random Forecast model has lower RMSE, so we use this to build our best predictive model.

We can find that above graphs are perform well, because Figure1: Actual Median House Value in California are almost match with Figure 4-2: Prediction Value in California. Therefore, we can indicate the random forest is the best predictive model in this case. In conclusion, our predictive model is effective, then we may use this predictive model to forecast other states or area in United State.